COVID-19's Rapidly Changing Impact on Asia Pacific Electricity Markets - A Webinar for IAEE Mike Thomas, 5 June 2020

 
CONTINUE READING
COVID-19's Rapidly Changing Impact on Asia Pacific Electricity Markets - A Webinar for IAEE Mike Thomas, 5 June 2020
A Webinar for IAEE

COVID-19’s Rapidly Changing Impact on Asia Pacific Electricity Markets

Mike Thomas, 5 June 2020
mthomas@lantaugroup.com
COVID-19's Rapidly Changing Impact on Asia Pacific Electricity Markets - A Webinar for IAEE Mike Thomas, 5 June 2020
Disclaimer and Credits   This presentation has been prepared to facilitate general
                               discussion and not for support of any commercial or
                                                business decision.

                              Special thanks to the entire team at The Lantau Group,
                              particularly: Stefan Robertsson, Xiaoran Liu, Miaosu Li,
                               and Liyuan Zhao. Additional support was provided by
                                Bobby Ditric, Paul Buckland, Chris Starling, Zander
                             Bischof, David Fishman, Soyeon Park, Jan Stempien, JP
                               Stovall, Ian Yao, Schuyler Kapnick, Sovathana Kem,
                                             Anna Leung, and Oscar Ng.

                                         Hong Kong | Singapore | Seoul | Perth
                                          (and Shanghai via Nicobar Group)

1
COVID-19's Rapidly Changing Impact on Asia Pacific Electricity Markets - A Webinar for IAEE Mike Thomas, 5 June 2020
Agenda

1. Executive Summary
2. Overview of Singapore Electricity Market
          About The Lantau Group
3. Key Market Drivers

4. Modelling Results
        Headline Impacts

5. Appendix
          Other Points

          Summary
Decades of experience in commercial and regulatory matters across the globe

                         Our focus and orientation

                                                                                                                   Washington DC
                                                                                             London

                                                                                                                     Languages:
                                                                                     Paris
                                                                                                                             Arabic*
                                                                                                                  Bahasa Indonesia
                                                                                                                   Bahasa Malaysia
 Markets &         Industry                         Economic           Client                                             Bengali
                                     Impact
Transactions       Insights                         Regulation        Service                                           Cantonese
                                                                                                                           English
We focus on      We focus on      We advise on     We apply        Our senior                                               French
what can be      what matters     key projects     economics and   team members                                            German
measured and     to energy        throughout the   analysis to     are actively                                              Hindi
substantiated.   stakeholders
                 facing changes
                                  Asia Pacific
                                  region and the
                                                   address
                                                   challenges
                                                                   involved in the
                                                                   execution of
                                                                                          ASIA                           Japanese
                                                                                                                            Khmer
We provide
objective,
                 in markets,      rest of the      facing          mandates and          PACIFIC                           Korean
                 technologies,    world.           regulators,     assignments.                                         Malayalam
independent,
                 regulations,                      commercial                                                             Mandarin
well-grounded    and policies.    We influence     stakeholders,   We own our                                              Russian
advice for                        the evolution    and policy      company, so                                             Serbian
decision-        This is what     of the energy    makers.         when we say                                             Spanish
makers facing    we do.           sector through                   we are                                                  Swedish
high stakes                       our work and                     dedicated to
                                                                                                                           Tagalog
choices.                          expertise.                       our clients we                                            Tamil
                                                                   mean it.          Key:                                  Telugu&
                                                                                       Office                                Thai*
                                                                                       Affiliate/Senior Advisor       Vietnamese*
                                                                                       Network Partners
                                                                                                                       *Senior Advisors

       Economic, commercial, and strategy advisory for energy sector stakeholders throughout the region

   3
   3
We draw from a diverse range of experience and expertise
Vietnam                                          Thailand                          Uzbekistan                      Mainland China
Extensive due diligence support for new RE and   Demand response pricing            CNG vehicle market             Curtailment study in Gansu, Jilin and West Inner Mongolia
traditional power supply resources across the                                       evaluation
                                                 Grid solar evaluation                                             Multiple studies on small-hydro power investment opportunity
country
                                                 Gas to power economics                                            Coal-fired power generation and carbon policy in Zhejiang
LNG market entry studies
                                                 Market development                Singapore                       Coal-fired power investment opportunity in Chongqing
Market modelling / development
                                                 Renewable energy                                                  Assessment of gas-fired CHP opportunities in Guangdong
                                                                                    Market design and regulatory
                                                                                    support                        Strategic assessment of opportunities in multiple provinces
Malaysia
                                                                                    Demand forecasting             Green procurement options / end user market support
MESI 2.0 reforms
                                                                                    Commercial transactions
PPA (Green and Other)
                                                                                    Tariff benchmarking
Electricity/gas markets                                                                                            Korea
                                                                                    Corporate PPA support
Tariff benchmarking
                                                                                    LNG and gas strategy           Renewable energy study for solar and wind
Third party access
                                                                                                                   Due diligence on CCGT and renewable power plants
                                                                                    Disputes / expert witness
Demand forecasting
                                                                                                                   Capacity/ancillary market design and evaluation
                                                                                    Capacity market
Commercial transactions
                                                                                                                   SMP/REC modelling and implications to IPP business
Disputes / expert witness
                                                                                                                   Gas and coal IPP opportunities
                                                                                   Taiwan                          LNG/Coal competitive procurement
Philippines
                                                                                    Offshore wind
Market design and development
                                                                                    Transaction support
Due diligence support                                                                                              Oman                                           India
                                                                                    Corporate energy pricing
Business strategy                                                                                                  Performance regulation                         Wholesale market
                                                                                    Market development                                                            modelling
Natural Gas Masterplan and LNG entry strategy                                                                      Direct sales and corporate PPAs
                                                                                                                                                                  Fuel switching
Distribution sector structure and regulation                                                                       Market readiness and scarcity pricing
Power price forecasting
                                                             Australia                                             Retail competition
                                                                                                                                                                  End user pricing/invoice
                                                                                                                                                                  tracking
                                                              Capacity market design

Indonesia                                                     Contract disputes / expert witness

Gas to power (small and large scale)
                                                              Market design and policy / reviews                   New Zealand
Evaluation of market entry opportunities                      Corporate green procurement                          Market development / regulation / pricing
                                                              Demand response                                      Retail sector development
Market development
                                                              Market modelling / transaction support               Gas pipeline access policy
Japan                                                         Market design and regulation                         Market trading and market making
Customer Solar Entry Strategy                                 Network regulation and cost recovery                 Disputes / expert witness
End user pricing of gas and electricity                       Storage
Founders, Partners, Directors
Mike Thomas                                                               Dave Carlson                                                              Stefan Robertsson
Managing Director                                                         Director                                                                  Partner
mthomas@lantaugroup.com                                                   dcarlson@lantaugroup.com                                                  srobertsson@lantaugroup.com

Mike is an expert in energy markets and regulation with experience        Dave is an experienced energy market operator, designer and change        Stefan has over 20 years of experience in business development, M&A,
throughout the Asia Pacific region. He works with stakeholders on         manager with a track record spanning Asia, Africa, Australia and New      and corporate and project finance across the Asia Pacific region. Prior
matters involving regulation and market design; market evaluation;        Zealand. Most recently he was a Senior Business Development               to joining TLG, he spent nearly 10 years with CLP Group, where he
strategy; and commercial and regulatory disputes. He has advised          Director at SGX, responsible for new initiatives in the gas and power     served as head of Corporate Finance and Development for non-Hong
buyers and sellers on over 50 GW of commercial transactions and           sectors. Prior to that he served for 10 years as the COO and CEO of       Kong activities. He led the CLP Group Investment Committee and
associated market and business strategies. And, he has advised            the Energy Market Company, EMC, the national electricity market           Chaired the TruEnergy Risk Committee for CLP's Australian trading and
governments, regulators, and other stakeholders on numerous major         operator for Singapore. Dave has served on and chaired many               business activities. He also had significant involvement in CLP's
market and regulatory reviews and disputes. Prior to co-founding TLG,     industry and governance panels to further liberalise energy markets       investment activities in Mainland China, India, and South East Asia,
he was the Asia Pacific energy and environment practice leader for a      including market rules covering such topics as market rules evolution,    covering the full spectrum of energy assets and opportunities. Prior to
global consultancy. Mike has an MPP from Harvard Kennedy School           the implementation of retail contestability, developing gas trading and   CLP Stefan was with various ABB Financial Services companies in the
and a BA in economics from Carleton College.                              introducing electricity derivative products.                              US, UK, and Asia. He earned his degree in Financial Economics at the
                                                                                                                                                    Stockholm School of Economics.

                                                                                 Middle                   Central                   East
James Ooi                                                                                                                                           David Kim
                                                                                  East                     Asia                     Asia
Partner                                                                                                                                             Partner
jooi@lantaugroup.com                                                                                                                                dkim@lantaugroup.com

                                                                                                            South                   SE
James Ooi has over 20 years of experience in the energy industry. He
                                                                                  Pacific                                                           David is a partner and director of TLG, based in Seoul, where he works
                                                                                                             Asia                   Asia
is an expert in areas related to energy market design, asset valuation,                                                                             with both inbound and outbound clients interested in investments in the
commercial contracting for gas and power (LNG SPA, GSA and PPAs),                                                                                   energy sector. He particularly focusses on new energy opportunities
corporate strategy, planning and operations, with experience across                                                                                 throughout the region, helping to connect Korean and global companies
Asia Pacific, the Middle East and North Africa. Prior to joining TLG,                                                                               into new markets and to help other companies evaluate opportunities in
James headed the Gas & Power practice for a global consulting firm in                                                                               Korea. Prior to joining TLG, Dr Kim was the Managing Director at
Asia. In addition to consulting, James brings deep operational                                                                                      Hanwha Energy’s Energy Solution System Division. Previously, David
experience and has held management leadership positions at major                                                                                    was a Partner at A.T. Kearney and a Principal at the Boston Consulting
generators and power utilities in the region. James is based in                                                                                     Group for over ten years. David holds a PhD in Mechanical Engineering
Singapore. James holds an MSc and BEng in Electrical Engineering                                                                                    from Massachusetts Institute of Technology. David is fluent in Korean
from the UK and is fluent in English, Mandarin, Cantonese and Bahasa                                                                                and English.
(Malaysia and Indonesia).

   5
Agenda

1. Executive Summary
2. Overview of Singapore Electricity Market
          About The Lantau Group
3. Key Market Drivers

4. Modelling Results
        Headline Impacts

5. Appendix
          Other Points

          Summary

6
Confirmed Cases in the Asia Pacific Region (as of May 31)

                 Cumulative Confirmed Cases
                                                  Mainland
    ASEAN              (as of May 31)      China,
                                                    China
    countries,                                           84570
    Taiwan
                                                                 80000
    35000                                           Singapore
                                                        34366
                                                                                                                                 5000
                                                                 70000
    30000
                                             Indonesia
                                                 26473
                                                                 60000
                                                                                         China
    25000                                                                                84570

                                                                 50000
                                      Philippines
    20000                                   18096                                                       Taiwan
                                                                                                         442
                                                                 40000   Myanmar
                                                                           224     Lao
                                                                                    19
    15000
                                                                 30000        Thailand Vietnam
                                      Malaysia                                  3081      328
                                                                                                             Philippine, 18096
                                                                                 Cambodia
    10000                                 7762                                      125
                    Taiwan, 442
                                                                 20000
                   Vietnam, 328   Thailand
                  Myanmar, 224       3081
     5000           Brunei, 141                                                             Brunei
                                                                 10000         Malaysia
                 Cambodia, 125                                                  7762         141
                       Lao, 19
                                                                                   Singapore
                                                                                     34366 Indonesia
        0                                                        0                           26473
            Ma y 04
            Ma y 09
            Ma y 14
            Ma y 19
            Ma y 24
            Ma y 29
            Apr 04
            Apr 09
            Apr 14
            Apr 19
            Apr 24
            Apr 29
             Feb 4
             Feb 9
            Feb 14
            Feb 19
            Feb 24
            Feb 29
            Ma r 05
            Ma r 10
            Ma r 15
            Ma r 20
            Ma r 25
            Ma r 30
            Jan 25
            Jan 30

7
                                                                                                       Source: WHO; Taiwan CDC
Asia Pacific countries continue to be well below global mean for mortality

• COVID-19 mortality in Asia Pacific, thankfully, has been extremely low given population size and
  density
        Country/Region                              Deaths                Cases    Deaths per 1M   % Death
                                                                                    population     per Case
        Philippines                                   960                 18,638        9           5.15%
        Japan                                         891                 16,851        7           5.29%
        Indonesia                                    1,641                26,940        6           6.09%
        Korea                                         271                 11,503        5           2.36%
        Singapore                                      23                 35,292        4           0.07%
        New Zealand                                    22                 1,504         4           1.46%
        Australia                                     103                 7,204         4           1.43%
        Malaysia                                      115                 7,857         4           1.46%
        Mainland China                               4,634                83,017        3           5.58%
        Hong Kong                                       4                 1,088         0.5         0.37%
        Taiwan                                          7                  443          0.3         1.58%
        Vietnam                                         0                  328          0           0.00%
• World deaths per 1M = 48

    Data circa 1 June 2020 (https://www.worldometers.info/coronavirus/)

8
Demographic differences

                 100%

                 90%

                 80%

                 70%

                 60%

                 50%

                 40%

                 30%

                 20%

                 10%

                   0%
                               Hong Kong             Australia/New                  USA               South Korea                Thailand                 China      Singapore   Viet Nam   Ma laysia   Philippines
                                 SAR                   Zealand
                                                                                                                        Under 50           Between         Over 70

                                      Older                                                                                                                                                    Younger
             9
Source: United Nations, Department of Economic and Social Affairs, Population Division (2019). World Population Prospects 2019, Online Edition. Rev. 1.
About The Lantau Group

     Headline Impacts         Impact on Demand

     Other Points

     Summary

10
Hubei’s power consumption chronicles the evolution of the COVID-19 situation,
 incorporating both lockdown effects and the beginning of a recovery profile
                                                                   Hubei Province, China
                                    Daily Power Consumption on Hubei Provincial Grid System
      800                      Jan 23
                            Hubei/Wuhan
                                                                                                  Mar 16-25
                        movement control order                   Feb 18
      700                                                                                  Ratio of workers resume
                             in effective                Peak existing confirmed                                                       Apr 8
                                                                                           work in large institutions
                                                         cases in Hubei (50,633)                                                 Exit Wuhan control
                                                                                            in Hubei raises from
                                                                                                                                       eased
      600                                                                                           22-68%

                 Jan 20
      500        Chinese
               government
                confirmed
GWh

      400       human-to-
                 human
              transmission
      300    of coronavirus
                                                        Feb 12
                                                                                                                  Mar 25
                                                 Peak daily new deaths
      200                                                                                                   Exit Hubei (except
                                                    in Hubei (242)
                                                                                                           Wuhan) control eased

                                    2020 Lunar
      100                           New Year
                                                      2019
                                                      Lunar
                                    Holiday
                                                      New Year                                                                                            2020        2019
                                                      Holiday
        0
         1-Jan   8-Jan 15-Jan 22-Jan 29-Jan 5-Feb 12-Feb 19-Feb 26-Feb 4-Ma r 11-Mar 18-Mar 25-Mar 1-Apr                                  8-Apr     15-Apr 22-Apr 29-Apr 6-Ma y 13-May

                                                                  Weekly change in daily demand in 2020 (vs. 2019)
                                                                                                                                                                             0%

                                                                                                                                        -7%        -8%       -6%     -5%          -1%   -2%
                                                 -24%      -17%                                                              -16%
                                                                                                        -36%       -27%
                                                                   -41%   -46%      -45%      -39%
                                                  5          6       7      8         9         10        11        12         13        14         15        16     17      18   19     20
                                                                                                                    Week No.
 11
                                                                                   Source: Hubei Statistics, Hubei DRC, DXY.cn; TLG Analysis
                                                                                   * Note: % difference data only available after the week commencing 27 Jan 2020.
Policies aimed to contain COVID-19 in Asian Pacific countries (1 of 2)

More       Region                                                                              Steps Taken
Strict
                          •   Home quarantine – exit/entry of neighborhoods regulated and closely monitored; businesses and public services, except for those serving basic living
                              needs, shut down; all gatherings prohibited. Violation could result in fine and/or imprisonment.
            Mainland      •   City lockdowns – Wuhan city shut down on Jan. 23rd; other cities in Hubei Province and all over the country followed soon; inter/intra-provincial
             China            transportation strictly controlled.
                          •   Border restrictions – border closed to common foreign passport holders on March 28th
                          •   Current Status – all restrictions, except for border restriction, greatly eased/removed as of first week of May.

                          •   Quarantine Orders – legal order issued to travelers and citizens suspected of carrying COVID-19 infection in March;
                          •   Partial lockdown (“circuit breaker”) across the country – 85% of workplaces shutdown, with only most essential services remaining open.
            Singapore
                          •   Border restrictions – border closed to foreign visitors on March 15th
                          •   Current status– partial lockdown recently eased (1 June); border control still in effect

                          New Zealand:
                          • Lockdown – nationwide lockdown in effect on March 26th ; businesses & schools closed, public gathering prohibited
                          • Home quarantine – people are required to stay at home except for absolutely necessary reasons
                          • Border restriction – border closed to foreigners on March 19th
           New Zealand    • Phased relaxation starting on May 14th
            & Australia
                          Australia:
                          • Lockdown in place for two months, policies vary in different states, in most states social gathering with more than 2/10 people is not allowed; people
                             are required to stay at home and minimize outings, very recent easing
                          • Border closed to all foreigners on March 19th; policy eased on April 7th; Australian nationals not allowed to travel abroad with few exemptions

                          Malaysia:
                          • Movement control order (MCO) in place on March 18th -- closure of all government and private premises except those for essential services; prohibition
                             of mass gatherings; Border closed to foreigners; MCO eased on May 4th
                          Philippines:
           Philippines,
                          • Partial lockdown – strict lockdown in Luzon, lockdown in certain regions/municipalities in Visayas; border closed to all foreigners; border restriction still
            Malaysia
                             in place
           & Thailand
                          • Metro Manila lockdown ended on Monday, June 01
                          Thailand:
  …

                          • Lockdown – Partial lockdown in Bangkok since Mar. 21st; nationwide lockdown since Apr. 20th; State of emergency on Mar. 9th, curfew in place
                          • Border closed on April 4th

                                                                                 [continued…]
      12
Policies aimed to contain COVID-19 in Asian Pacific countries (2 of 2)

          Region                                                                  Steps Taken
                      Korea:
                      • No lockdown/quarantine ordered – restriction on personal activities is advised but not enforced; the Enhanced Social Distancing
…

                         campaign from 22 March to 19 April advising limited operation of high-risk facilities, businesses and sectors; relaxed form of social
                         distancing from 20 April to 5 May; transition to ‘Distancing in Daily Life’ form 6 May
          Korea &     • Border restrictions – entry ban to travellers from selective countries/areas with severe outbreaks, i.e. Japan, Hubei Province, China, etc.;
          Taiwan         all incoming Koreans and foreign nationals are subject to 14-day quarantine
                      Taiwan:
                      • Early and aggressive track, trace
                      • No lockdown – some businesses suspended, public gatherings restricted
                      • Border restriction – border closed to foreigners on March 19th
                      Vietnam:
                      • Movement control from April 1st – 22nd ; more than 30,000 business shut down
                      • Border restrictions – flights from China suspended on Feb. 1st, international flights on Mar. 25th , visas stopped
Less        Oher
                      • Status quo – movement control lifted, businesses reopening
Strict     ASEAN
                      Cambodia:
          Countries
                      • No lockdown – state of emergency declared; New Year (Sangkran, Festival in Mid April, 2020) cancelled; some public/private zones are
                         closed (gyms, nightlife areas, etc)
                      • Border restrictions – suspending foreign visas; entry ban on selective countries with severe outbreaks, i.e. U.S., EU, Thailand, Vietnam

     13
Peninsular Malaysia (example): COVID-19 Impact
     Number of active cases, deaths, and recoveries                                             No. of COVID tests: 519,944 (15,391 tests per 1M population)
9,000
              Pre-MCO           MCO 1 MCO 2 MCO 3 MCO 4 CMCO 5                                  Movement Control Order (MCO) Phases
8,000
                                                             6,941 7,629
7,000                                                  6,535                                               March 18                 April 15                   May 12*
                                                 5,851
6,000                                      5,305
5,000                                       4,119
                                                                                                                1           2           3            4             5
4,000
                                    2,470                                                                                April 1                 April 29
3,000
2,000                                                                                            1.      Prohibition of mass gatherings including religious, sports,
                              900                                                                        social and cultural activities. All houses of worship and
1,000          25     117
         22                                                                                              business premises would be closed, except for supermarkets,
     0
                                                                                                         public markets, grocery stores and convenience stores.

     23 y
           ay
     22 b

     29 b
           eb

     14 r

     21 r

     28 r
            ar

             y

     16 y
      11 r

      18 r

      25 r
           pr

                                                                                                 2.      Closure of all government and private premises except those
            a

            a

          Ap

           p

           p
          Ma

           a
           e

           e

         Ma

         Ma
         -A

         -A

         -A
        -M

        -M

        -M

        -M

        -M
        -F

        -F

        -F

       4-
       7-

      2-

      9-
     15

                                                                                                         involved in essential services (water, electricity, energy,
                       Active Case        Death        Recovery                                          telecommunications, postal, transportation, irrigation, oil, gas,
                                                                                                         fuel, lubricants, broadcasting, finance, banking, health,
          Total number of cases per 1M population                                                        pharmacy, fire, prison, port, airport, safety, defence, cleaning,
                               Selangor: 274                                                             retail and food supply)
                                                                                                 3.      Closure of all kindergartens, government and private schools,
                          Kuala Lumpur: 1,042                                                            public and private higher education institutions, and skills
                                                                                                         training institutes nationwide
                              Putrajaya: 983
                                                                                                 4.      Sanctions covering all Malaysians travelling abroad. Those
                          Negeri Sembilan: 682                                                           who have returned from overseas would be required to
                                                                                                         undergo a health check and a 14-day quarantine.
                                                                                                 5.      Restrictions on the entry of all tourists and foreign visitors into
                                                                                                         the country
                                                                                                 Note: *Phase 5, a conditional movement control order (CMCO), is a relaxation
                 Melaka: 225                             40            500          1000
                                                                                                 of MCO regulations, which allows operations of major economic sectors..
14
         Source: Worldometer (29 May), Department of Statistics Malaysia, Ministry of International Trade and Industry
Lockdown measures were clearly the immediate cause of reduced demand
                                 17 March 2020 Philippines                                                                                             18 March 2020 Malaysia
                               Enhanced Community Quarantine                                                                                           Movement Control Order
         250                                                                                                                 500
                       ▼12.2 %                                                                                                                        ▼ 16.0 %
         200                                                                                                                 400

         150                                                                                                                 300

                                                                                                                      GWhs
 GWhs

         100                                                                                                                 200

          50                                                                                                                 100

           -                                                                                                                  -
                  16-Mar       17-Mar       18-Mar       19-Mar       20-Mar       21-Mar       22-Mar                               16-Mar       17-Mar       18-Mar      19-Mar       20-Mar       21-Mar   22-Mar

                                      1 April 2020 Vietnam                                                                                             7 April 2020 Singapore
                                    “Soft Lockdown Measures”                                                                                           Circuit breaker measures
         800                                                                                                                 200
                                                      ▼ 6.8 %
                                                                                                                                                   ▼6.2 %
         600                                                                                                                 150

                                                                                                                      GWhs
 GWhs

         400                                                                                                                 100

         200                                                                                                                  50

           -                                                                                                                  -
                   30-Mar      31-Mar        1-Apr        2-Apr        3-Apr        4-Apr        5-Apr                                6-Apr        7-Apr       8-Apr        9-Apr       10-Apr       11-Apr   12-Apr

     In the charts above we highlight the day to day drop in reported GWhs between the day before lockdown and the day of lockdown. However, for Vietnam and Singapore the impact was slightly delayed.
     •   For Singapore we measure the day to day drop based on 8 Apr (day after lockdown, and day when schools closed)
     •   For Vietnam we measure the day to day drop based on 3 Apr (2 days after lockdown as 2 Apr was a public holiday)

15
                                                                                                                                        Source: PEMC; GSO; NLDC EVN; EMC; TLG Analysis
Lockdown measures were clearly the immediate cause of reduced demand (2)
                             25 March 2020 New Zealand                                                                         25 March 2020 Australia
                                     Lockdown                                                                                   “Stage two restrictions"
        150                                                                                            600
                                                                                                                                   ▼3.0 %
                                          ▼12.5 %
        100                                                                                            400
 GWhs

                                                                                                GWhs
         50                                                                                            200

         -                                                                                               -
               23-Mar      24-Mar         25-Mar      26-Mar   27-Mar     28-Mar   29-Mar                     23-Mar      24-Mar    25-Mar      26-Mar   27-Mar     28-Mar   29-Mar

                            Comparison with the 3 preceding weeks                                                          Comparison with the 3 preceding weeks
                                       New Zealand                                                                                    Australia NEM
        110                                                                                            600

        100
                              Lo
 GWhs

                                                                                                GWhs
                                   ck
                                     do                                                                500
                                          wn
                                               we
         90                                      ek                                                                                      Lockdown week

         80
                                                                                                       400
          Mo nday     Tuesday We dnesday Thursday               Frid ay     Saturday   Sunday
                                                                                                         Mo nday     Tuesday We dnesday Thursday          Frid ay     Saturday   Sunday

                    We ek 10 (2 Mar - 8 Mar)                     We ek 11 (9 Mar - 15 Mar)
                                                                                                                   We ek 10 (2 Mar - 8 Mar)               We ek 11 (9 Mar - 15 Mar)
                    We ek 12 (16 Mar - 22 Mar)                   We ek 13 (23 Mar - 29 Mar)
                                                                                                                   We ek 12 (16 Mar - 22 Mar)             We ek 13 (23 Mar - 29 Mar)

16
                                                                                                                                     Source: EA; AEMO; TLG Analysis
The initial impact of lockdowns was then typically followed by further
  consumption declines in weeks to follow

                                                                                Daily Electricity “Demand” (March and April)

                                   800

                                   700                                                                                                                                                    Average Daily “Demand”

                                                                                                                                                                                      % change      Week before   Week after
Daily electricity “demand” (GWh)

                                   600                                                                                                                                                               Lockdown     Lockdown

                                                                                                                                                                                     ▼ 7.8 %        680 GWh       627 GWh
                                   500

                                   400

                                   300
                                                                                                                                                                                     ▼ 29.2 %       380 GWh       269 GWh

                                   200                                                                                                                                               ▼ 25.5 %       257 GWh       192 GWh

                                                                                                                                                                                     ▼ 6.5 %        145 GWh       136 GWh
                                   100
                                                                                                                                                                                     ▼ 12.4 %       101 GWh       88 GWh

                                    -
                                              r                   r                ar              ar               ar            Ap
                                                                                                                                    r            pr             pr            pr
                                         - Ma                - Ma             -M              -M               -M              6-             3-A            0-A           7-A
                                        2                   9               16              23               30                              1              2             2
                                                                        March 17        March 18         March 25         April 1         April 7
                                                                       Philippines      Malaysia        New Zealand      Vietnam        Singapore

                                                  Lockdown start date
                                                  Vietnam             Peninsular Malaysia               Philippines (Luzon and Visayas)               Singapore        New Zealand

  17
                                                                                                                                                      Source: PEMC; GSO; NLDC EVN; EMC; EA; TLG Analysis
Diversity of impacts and staging across Asia Pacific to end March
                                                                                                                                                                         Change in March Electricity “Demand”
                                                         Average Daily Electricity “Demand”
                                                                 February & March - 2019 & 2020                                                                         Y-o-Y                                                   M-o-M
                                                                                                                                                                 Mar 2020 vs Mar 2019                                    Mar 2020 vs Feb 2020
                                            .
                                    Peninsu

                  Philippi Australi Malaysi

Malaysia                                              February
                                                                                                                                Pe
                                                                                                                                 n in su la
                                                                                                                                          r Ma
                                                                                                                                             l a
                                                                                                                                               y sia

                                                                                                                                                        -10.0%                                  Pe
                                                                                                                                                                                                 n in su la
                                                                                                                                                                                                          r Ma
                                                                                                                                                                                                             l a
                                                                                                                                                                                                               y sia

                                                                                                                                                                                                                        -8.3%
                                      lar

                                       a

(Peninsular)                                            March
                   nes a - NEM

Australia                                             February                                                                      Au
                                                                                                                                     s tra lia - N E
                                                                                                                                                   M

                                                                                                                                                                 -6.6%                              Au
                                                                                                                                                                                                     s tra lia - N E
                                                                                                                                                                                                                   M

                                                                                                                                                                                                                        -7.0%
(NEM)                                                   March

                                                      February                                                                                                     -5.2%                                                    -1.0%
Philippines
                                                                                                                                         Ph
                                                                                                                                          il ip in e
                                                                                                                                                   s                                                     Ph
                                                                                                                                                                                                          il ip in e
                                                                                                                                                                                                                   s

                                                        March
(Luzon and Visayas)
            China

                                                      February                                                                                                      -4.2%                                                                           16.8%
China
                                                                                                                                              Ch
                                                                                                                                               in a                                                           Ch
                                                                                                                                                                                                               in a

                                                        March
                               re Zealand Korea
                            Singapo New South

South                                                 February
                                                        March
                                                                                                                                       So
                                                                                                                                        u th K o
                                                                                                                                               re a

                                                                                                                                                                    -4.0%
                                                                                                                                                                                                       So
                                                                                                                                                                                                        u th K o
                                                                                                                                                                                                               re a

                                                                                                                                                                                                                        -7.6%
Korea
                                                      February
New                                                     March                                                                          Ne
                                                                                                                                        wZ e
                                                                                                                                           a la n
                                                                                                                                                d

                                                                                                                                                                         -1.9%
                                                                                                                                                                                                       Ne
                                                                                                                                                                                                        wZ e
                                                                                                                                                                                                           a la n
                                                                                                                                                                                                                d

                                                                                                                                                                                                                          -4.2%
Zealand
                                                      February
                                                        March                                                                                                                           2.4%
                                                                                                                                                                                                          S in
                                                                                                                                                                                                             g a p
                                                                                                                                                                                                                 o re

                                                                                                                                                                                                                                       1.3%
Singapore
                                                                                                                                          S in
                                                                                                                                             g a p
                                                                                                                                                 o re
                                     Vietnam Taiwan

                                                      February
Taiwan                                                  March                                                                                Ta
                                                                                                                                              iw a n

                                                                                                                                                                                        2.6%
                                                                                                                                                                                                             Ta
                                                                                                                                                                                                              iw a n

                                                                                                                                                                                                                                        2.0%

Vietnam                                               February
                                                        March                                                                                                                                                                             4.8%
                                                                                                                                                                                        3.0%
                                                                                                                                                                                                            V ie
                                                                                                                                                                                                               t n
                                                                                                                                                                                                                 a m

                                                                                                                                            V ie
                                                                                                                                               t n
                                                                                                                                                 a m

                      All countries                              0          500           1,000            1,500           2,000
                      except China
                                                                 0         5,000         10,000           15,000          20,000                                                   February 2019                                    February 2020
                                              China
                                                                                                                                                                                   March 2019                                       March 2020
                                                                             Average Daily “Demand” (GWh)

18
                                                                                   Source: GSO; AEMO; PEMC; NEA; KPX; EA; EMC; MOEA BOE; Taipower Statistics; NLDC EVN; TLG Analysis
It then just got worse (April)

                                                                                                                                                         Change in April Electricity “Demand”
                                           Average Daily Electricity “Demand”
                                                     March & April - 2019 & 2020                                                                          Y-o-Y                                                     M-o-M
                                                                                                                                                 April 2020 vs April 2019                                    Apr 2020 vs Mar 2020

                                        March
                 Philippine Malays
                            Penins

Malaysia                                                                                                                 -22.5%
                             ular

                                         April                                                                                                                                               -13.0%
                                                                                                                    Pe
                                                                                                                     n in su la
                                                                                                                              r Ma
                                                                                                                                 l a
                                                                                                                                   y sia
                              ia

                                                                                                                                                                                    Pe
                                                                                                                                                                                     n in su la
                                                                                                                                                                                              r Ma
                                                                                                                                                                                                 l a
                                                                                                                                                                                                   y sia

(Peninsular)

Philippines                             March
                                                                                                                                            -19.8%
                      s

(Luzon and Visayas)                      April
                                                                                                                             Ph
                                                                                                                              il ip in e
                                                                                                                                       s                                                     Ph
                                                                                                                                                                                              il ip in e
                                                                                                                                                                                                       s

                                                                                                                                                                                                            -10.8%
           China

                                        March
China                                    April                                                                                    Ch
                                                                                                                                   in a

                                                                                                                                                                      0.7%                        Ch
                                                                                                                                                                                                   in a

                                                                                                                                                                                                                                      4.8%
                              Zealand

                                        March
                      Singapor New

New Zealand                              April                                                                             Ne
                                                                                                                            wZ e
                                                                                                                               a la n
                                                                                                                                    d

                                                                                                                                                     -9.5%                                 Ne
                                                                                                                                                                                            wZ e
                                                                                                                                                                                               a la n
                                                                                                                                                                                                    d

                                                                                                                                                                                                                -6.9%

                                        March
Singapore
                         e

                                         April                                                                                S in
                                                                                                                                 g a p
                                                                                                                                     o re

                                                                                                                                                        -6.0%
                                                                                                                                                                                              S in
                                                                                                                                                                                                 g a p
                                                                                                                                                                                                     o re

                                                                                                                                                                                                                 -6.2%
                             Vietnam

Vietnam                                 March
                                         April                                                                                  V ie
                                                                                                                                   t n
                                                                                                                                     a m

                                                                                                                                                     -8.8%
                                                                                                                                                                                                V ie
                                                                                                                                                                                                   t n
                                                                                                                                                                                                     a m

                                                                                                                                                                                                               -7.6%
                      Korea
                      South

South                                   March
Korea                                    April                                                                             So
                                                                                                                            u th K o
                                                                                                                                   re a

                                                                                                                                                       -6.5%
                                                                                                                                                                                           So
                                                                                                                                                                                            u th K o
                                                                                                                                                                                                   re a

                                                                                                                                                                                                                -6.4%
                             Taiwan

                                        March
Taiwan                                   April                                                                                                                                                                       -2.2%
                                                                                                                                                          -3.4%
                                                                                                                                                                                                 Ta
                                                                                                                                                                                                  iw a n

                                                                                                                                 Ta
                                                                                                                                  iw a n

                      All countries
                      except China               0           500           1,000           1,500            2,000
                                        China
                                                                                                                                                                       March 2019                                        March 2020
                                                 0          5,000          10,000         15,000           20,000
                                                                                                                                                                       April 2019                                        April 2020
                                                             Average Daily “Demand” (GWh)
 19
                                                                                    Source: GSO; PEMC; EA; EMC; NLDC EVN; KPX; MOEA BOE; Taipower Statistics; TLG Analysis
With more movement or adaptation, some reversion/recovery is evident

                                                                                                                                             Change in May Electricity “Demand”
                                           Average Daily Electricity “Demand”
                                                   April & May - 2019 & 2020                                                                Y-o-Y                                                   M-o-M
                                                                                                                                     May 2020 vs May 2019                                    May 2020 vs April2020

                                       April
            Philippines Malaysia
                        Peninsul

Malaysia                               May                                                                  -11.1%
                                                                                                                                                                                                                      14%
                           ar

                                                                                                             Pe
                                                                                                              n in su la
                                                                                                                       r Ma
                                                                                                                          l a
                                                                                                                            y sia

(Peninsular)
                                                                                                                                                                     Pe
                                                                                                                                                                      n in su la
                                                                                                                                                                               r Ma
                                                                                                                                                                                  l a
                                                                                                                                                                                    y sia

Philippines                            April
(Luzon and Visayas)                    May                                                                  -13.8%    Ph
                                                                                                                       il ip in e
                                                                                                                                s

                                                                                                                                                                              Ph
                                                                                                                                                                               il ip in e
                                                                                                                                                                                        s

                                                                                                                                                                                                                      13%
                         Singapore

                                       April
Singapore                              May                                                                               -8.3%                                                                     -1%
                                                                                                                       S in
                                                                                                                          g a p
                                                                                                                              o re

                                                                                                                                                                               S in
                                                                                                                                                                                  g a p
                                                                                                                                                                                      o re
                         Vietnam

                                       April
Vietnam                                May                                                                               V ie
                                                                                                                            t n
                                                                                                                              a m

                                                                                                                                              1.8%                               V ie
                                                                                                                                                                                    t n
                                                                                                                                                                                      a m

                                                                                                                                                                                                                    13%
                         South Korea

                                       April
South Korea                            May                                                                          So
                                                                                                                     u th K o
                                                                                                                            re a

                                                                                                                                     -0.8%                                  So
                                                                                                                                                                             u th K o
                                                                                                                                                                                    re a

                                                                                                                                                                                             -8%
                         Taiwan

                                       April
Taiwan
                                       May                                                                                Ta
                                                                                                                           iw a n

                                                                                                                                                     19.8%                        Ta
                                                                                                                                                                                   iw a n

                                                                                                                                                                                                                       16%

                                               0        400           800         1,200           1,600

                                                                                                                                                        April 2019                                       April 2020
                                                        Average Daily “Demand” (GWh)
                                                                                                                                                        May 2019                                         May 2020

   20
           Note: South Korea data is as of May 10th ,2020                       Source: GSO; PEMC; EA; EMC; NLDC EVN; KPX; MOEA BOE; Taipower Statistics; TLG Analysis
Impact on Electricity Demand Level and Profile – Peninsular Malaysia
                                                                                                   Daily Consumption Before and After MCO
•         Movement Control Order (MCO) resulted in a 16% drop in daily                    GWh
                                                                                 450
          consumption on March 18, 2020
                                                                                 400
•         The daily consumption has experienced a slight recovery after
                                                                                 350
          the conditional movement control order (CMCO) was
                                                                                 300
          implemented within MCO phase 4 on May 4, 2020
                                                                                 250
•         Total consumption in April 2020 decreased by 22.5%, compared
                                                                                 200
          to that of the same month in the previous year                                                                      March 18, 2020 May 4, 2020
                                                                                 150
•         Peak demand in April shifted from daytime (8am – 7pm) to                                                            MCO in effect  CMCO of phase 4
                                                                                 100                                                         in effect
          night-time (7pm – 1am)
                                                                                      50
                                                                                          0
                    Monthly Consumption 2019 vs 2020
     TWh

                                                                                            0

                                                                                            0

                                                                                            0

                                                                                            0

                                                                                            0

                                                                                            0

                                                                                            0

                                                                                            0

                                                                                            0

                                                                                           0
                                                                                         02

                                                                                         02

                                                                                         02

                                                                                         02

                                                                                         02

                                                                                         02

                                                                                         02

                                                                                         02

                                                                                         02

                                                                                         02
     12                                    -9.99%        -22.50%

                                                                                      -2

                                                                                      -2

                                                                                      -2

                                                                                      -2
               -0.79%         6.85%

                                                                                     -2

                                                                                     -2

                                                                                     -2
                                                                                      -2

                                                                                      -2

                                                                                      -2

                                                                                  ay
                                                                                  an

                                                                                  an

                                                                                  an

                                                                                  eb

                                                                                   ar

                                                                                   ar

                                                                                   ar

                                                                                  pr

                                                                                  pr
                                                                                -A

                                                                                -A
                                                                               -M

                                                                               -M

                                                                               -M

                                                                              -M
                                                                            -J

                                                                               -J

                                                                               -J

                                                                               -F
                                          11.4

                                                                             15

                                                                             30
                                                                          01

                                                                            16

                                                                            31

                                                                            15

                                                                            01

                                                                            16

                                                                            31

                                                                            15
     10       11.0 10.9                                 11.1
                                   10.4          10.2
                             9.8                                                                 Shift in Diurnal Demand Profile (Evening Peak)
                                                                                          100%
      8                                                        8.6
                                                                                          95%
      6

                                                                            Load Factor
                                                                                          90%

      4                                                                                   85%

                                                                                          80%
      2
                                                                                          75%

      0                                                                                   70%
             2019 2020      2019 2020     2019 2020     2019 2020                                1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24
                Jan            Feb           Mar           Apr                                                               Hour

                                                                                                     Apr 2020 (Post-MCO)        Feb 2020 (Pre-MCO)
              Before Movement Control     After Movement Control
21                                                                                                   Apr 2019 (Pre-MCO)
           Source: GSO
With Covid-19 still under control Taiwan maintains a mostly upbeat outlook

        Taiwan has managed to contain the outbreak (442 confirmed cases and 7 deaths as of 31 May) without a
        lockdown seen elsewhere. Taiwan’s economy is heavily reliant on exports (70% of GDP). Major export partners
        includes Mainland China and HK (40%), ASEAN (18%), USA (12%), Europe (9%) and Japan (7%). In March 2020,
        exports dropped to Europe, USA, and Japan but increased to Mainland and HK.

                          Daily New Cases (as of May 31)                                  Taiwan 2020 GDP forecast
30

                                                                                                                      1.7%        Taiwan government (28 May)
25

                                                                                  -1.32%                                          IHS Markit (May)
20
                                                                                                            0.5%                  S&P (4 May)
15
                                                                                                                     1.6%         TIER (24 Apr)
                                                                                                                               Taiwan Institute of Economic Research
10
                                                                                                                  1.0%            CIER (17 Apr)
                                                                                                                              Chung-Hua Institution Economic Research

 5                                                           -4%                                                                  IMF (14 Apr)

 0                                                                                                                     1.80% ADB (3 Apr)
     Ma y 04
     Ma y 08
     Ma y 12
     Ma y 16
     Ma y 20
     Ma y 24
     Ma y 28
     Apr 02
     Apr 06
     Apr 10
     Apr 14
     Apr 18
     Apr 22
     Apr 26
     Apr 30
      Feb 2
      Feb 6
     Feb 10
     Feb 14
     Feb 18
     Feb 22
     Feb 26
     Ma r 01
     Ma r 05
     Ma r 09
     Ma r 13
     Ma r 17
     Ma r 21
     Ma r 25
     Ma r 29
     Jan 21
     Jan 25
     Jan 29

                                                           -5%      -4%     -3%     -2%     -1%      0%      1%      2%      3%

                                                                 Source: S&P, IMF, IHS Markit, ADB, TIER, CIER, Directorate General of Budget, Accounting and Statistics
     Source: Taiwan CDC

       22
Taiwan’s electricity demand in April dropped due mainly due to slowing global
            growth and lower temperature

                  Average Daily Demand by Week (Jan - May)                                                                           Peak Daily Demand (Jan - May)
      800                                                                              35%                        800                                                                    30%
      700        2020 Chinese New Year                                                 30%
                                                                                                                  700                                                                    25%
                                                                                       25%
      600                                                                                                         600                                                                    20%
                                                                                       20%

                                                                                              % changes
      500                                                                                                                                                                                15%

                                                                                                                                                                                                % changes
                                                                                                                  500
GWh

                                                                                       15%

                                                                                                            GWh
      400                                                                              10%                                                                                               10%
                                                                                                                  400
                                         2019 Chinese New Year                         5%                                                                                                5%
      300                                                                                                         300
                                                                                       0%                                                                                                0%
      200                                                                                                         200
                                                                                       -5%                                                                                               -5%
      100                                                                              -10%                       100                                                                    -10%
       -                                                                               -15%                        -                                                                     -15%
                 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22                                                 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
                                                Week No.                                                                                                    Week No.

                                         %           2020       2019                                                                           %               2020          2019

                                                                     Average Daily Demand by Month
                                                700                                                                                      30%

                                                600                                                                                      25%
                                                                                                                                         20%
                                                500
                                                                                                                                         15%

                                                                                                                                                % changes
                                          GWh

                                                400                                                                                      10%
                                                              1.9%          2.9%                                                         5%
                                                300                                                                           1.4%
                                                                                                                                         0%
                                                200
                                                                                                                                         -5%
                                                                                                          -3.4%
                                                100                                                                                      -10%
                                                 -                                                                                       -15%
                                                            Jan & Feb       Ma rch                        April               Ma y
                                                                                     Week No.
            23
                                                                          % Change            2020                 2019                                                Source:Taipower
Never forget to check the temperature….
                                               Taipei temperature comparison (Jan - May)
                35

                30

                25

                20

                15

                10                                                                           Jan       Feb      Mar        Apr          May
                                                                         2019/2020
                 5                                                                           -3.2%    -1.1%    4.7%      -13.6%         7.7%
                                                                            YoY
                 0

                     Ma y
                     Ma y
                     Ma y
                     Ma y
                     Ma y
                     Ma y
                     Ma y
                     Ma y
                     Ma y
                     Ma y
                     Ma y
                     Feb
                     Feb
                     Feb
                     Feb
                     Feb
                     Feb
                     Feb
                     Feb
                     Feb
                     Ma r
                     Ma r
                     Ma r
                     Ma r
                     Ma r
                     Ma r
                     Ma r
                     Ma r
                     Ma r
                     Ma r
                     Jan
                     Jan
                     Jan
                     Jan
                     Jan
                     Jan
                     Jan
                     Jan
                     Jan
                     Jan
                     Jan

                     Apr
                     Apr
                     Apr
                     Apr
                     Apr
                     Apr
                     Apr
                     Apr
                     Apr
                     Apr
                                                                            2019        2020

35
                 Taipei temperature comparison - April                                  35           Taipei temperature comparison - May
30                                                                                      30

25                                                                                      25

20                                                                                      20

15                                                                                      15

10                                                                                      10

 5                                                                                       5

 0                                                                                       0
     1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30         1 2 3 4 5 6 7 8 9 10111213141516171819202122232425262728293031

24                                     2019       2020                                                                   2019        2020

                                                                                                                Source:Taiwan Central Weather Bureau
Philippine experience highlights temperature in a different way…lockdown has
    occurred during an exceptional heat wave recovering some of the lost demand

  MW                                                            Luzon                                                                                  MW                                                                     Visayas
12,000
                                                                                                                                                       2,200

11,000
                                                                                                                                                       2,000

10,000                                                                                                                                                                                                   2017
                                                         2017                                                                                          1,800

 9,000
                                                                     Nearly 50 degrees C                                                               1,600                                                                                         July 2017
                                                                                                                                                                                                                                                    earthquake
                   ~20% fall in Luzon                                (extreme heat wave)                                                                                                                                                              in Leyte
 8,000             peak demand vs.
                    preceding weeks
                                                                                                                                                       1,400                   Limited impact

 7,000                                                                                                                                                 1,200

 6,000                                                                                                                                                 1,000
                                                                                                                                                                                      More resilient offpeak demand in Visayas relative to
                                                                    Unlike Visayas, offpeak demand in                                                                               Luzon, likely reflecting a lower concentration of industrial
                                                                    the main economic region of Luzon                                                                               demand – we note, however, that quarantine measures
 5,000                                                               has also suffered a sharp decline                                                  800                          were implemented later in Visayas compared to Luzon

 4,000                                                                                                                                                  600

 3,000                                                                                                                                                  400
         k.1       k.5       k.9       k.1
                                          3
                                                  k.1
                                                     7
                                                             k.2
                                                                1
                                                                        k.2
                                                                           5
                                                                                   k.2
                                                                                      9
                                                                                              k.3
                                                                                                 3
                                                                                                         k.3
                                                                                                            7
                                                                                                                    k.4
                                                                                                                       1
                                                                                                                               k.4
                                                                                                                                  5
                                                                                                                                          k.4
                                                                                                                                             9                 k.1       k.5       k.9       k.1
                                                                                                                                                                                                3
                                                                                                                                                                                                        k.1
                                                                                                                                                                                                           7
                                                                                                                                                                                                                   k.2
                                                                                                                                                                                                                      1
                                                                                                                                                                                                                              k.2
                                                                                                                                                                                                                                 5
                                                                                                                                                                                                                                         k.2
                                                                                                                                                                                                                                            9
                                                                                                                                                                                                                                                    k.3
                                                                                                                                                                                                                                                       3
                                                                                                                                                                                                                                                               k.3
                                                                                                                                                                                                                                                                  7
                                                                                                                                                                                                                                                                          k.4
                                                                                                                                                                                                                                                                             1
                                                                                                                                                                                                                                                                                     k.4
                                                                                                                                                                                                                                                                                        5
                                                                                                                                                                                                                                                                                                 k.4
                                                                                                                                                                                                                                                                                                    9
     W         W         W         W          W          W          W          W          W          W          W          W          W                    W         W         W         W          W          W          W          W          W          W          W          W           W
          2017 Min                                2017 Max                                2018 Min                                    2018 Max                  2017 Min                                2017 Max                                2018 Min                                    2018 Max

          2019 Min (YTD)                          2019 Max (YTD)                          2020 Min (YTD)                              2020 Max (YTD)            2019 Min (YTD)                          2019 Max (YTD)                          2020 Min (YTD)                              2020 Max (YTD)

    25                                                                              Note: Years have been rebased to show Week 1 commencing from the first Monday of each year; demand figures are ex-post
                                                                                                                                                                             Source: PEMC; TLG analysis
Summary points

• Covid-19 incidence rates are still not under control across all countries, but the mortality story is
  distinctively encouraging and population age demographics are favourable
• Lockdowns had by far the largest impact on demand (of course)

• Several countries are showing demand recovery, even modest growth, on a year-over-year
  basis as Covid progresses and movement restrictions ease
     – Mainland China’s recovery continues to show strength
     – Many Asian countries are still poised get back onto a growth track, even if the rate is less than it was
     – The impact of the rest-of-world economic demise is not yet clear

• In teasing out key factors, just note that February through May has highly variable weather
     – Normally the peak period for markets like the Philippines
     – Residential bill shock in the Philippines, for example, will be much greater
     – Temperature effects also present in the data

• Because growth is already part of many (not all) Asian’ electricity systems, adaptation to a lower
  rate of growth will often lead to new project deferral, restoring fundamentals sooner

26
About The Lantau Group

     Headline Impacts         Impact on Fuel Markets

     Other Points

     Summary

27
Fuel market “stories” are always easiest in retrospect

                                                      Dated Brent Price Outlook (Real)                                                                                                       Year
                                                                                                                                                                    In US$/bbl       Dated
                                 120                                                                                                                                                         over
                                                                                                                                                                                     Brent
                                                                             2017-2018                                                                                                       Year

                                                                            Higher-than-expected                                                                    2014              99.0
                                 100                                        production management;
                                                                            sharp collapse in                                                                       2015              52.4   -47%
                                                                            Venezuelan output;
                                                                                                                      2019
                                                                                                                                                                    2016              43.7   -17%
                                                                            US sanction expectations on            Price declined 9% y-o-y to
     US$/bbl (real terms 2020)

                                  80                                        Iran; Geopolitical risks               $64/bbl in 2019 amidst escalated                 2017              54.4   24%
                                                                                                                   US-China trade tensions and
                                                                                                                   weaker global oil demand                         2018              71.0   31%
                                                                                                                                                                    2019              64.3   -9%
                                  60

                                                                                                                                               ?
                                                                                                                                                                    2020              39.7   -38%
                                                                                                                                                                    2021              41.6   5%
                                  40
                                                             2014-2016                                                                                              2022              44.7   7%

                                                            Oversupply (driven by surge in US

                                  20
                                                            output); weak demand; Saudi
                                                            policy to keep market share
                                                                                                                      2020                                           Recent events have
                                                                                                                   Covid-19 and Saudi/Russia                          been dramatic, but
                                                                                                                                                                    we’ve seen similar year-
                                   0                                                                                                                                 over-year changes in
                                       2010   2011   2012    2013    2014    2015    2016       2017   2018    2019     2020     2021     2022     2023
                                                                                                                                                                           the past

28                                                                                                      Notes: Forecast prices in 2020US$/bbl; 2010-2019 are actuals, forecast thereafter
                                                                                                                 Source: ICE, Based on latest market forward curves for the front 2 years
Korea’s cost-based electricity pool market is a useful “lens” into the impact of
the most recent (short-term) fuel market disruption
                                     Snapshot of Short Run Cost-Based Merit Order in Q3 2020 at Different Oil Prices
                        160

                        140
                                        Price
                                        Prices($/MWh)
                                                at oil price $65/bbl in H1 2020 (prior expectation)

                        120              Prices
                                        Price   at oil price ~$52/bbl in Q1 2020 / ~$23/bbl in Q2 2020
                                              ($/MWh)                                                                                                                Oil

                        100
        Price ($/MWh)

                         80                                                                                                            LNG

                         60
                                                                                      Coal
                         40
                                                                                                     Coal and LNG
                         20
                                  Renewables     Nuclear                                                                                    ILLUSTRATIVE
                          0
                              0         10,000       20,000        30,000         40,000          50,000           60,000          70,000          80,000        90,000    100,000
                                                                                      Cumulative Quantity (MW)

•    The chart compares typical merit order of the Korea wholesale power market – stacking renewables, nuclear, coal, LNG and oil in the order –
     against the expected merit order for Q3 2020 based on outturn oil prices since Q1 2020.

•    Typically, there are occasions where SRMC of high coal units coincides with low-priced LNG-based units, SRMC of LNG generation mostly sit
     after coal. And, LNG often sets SMP (more than 85% of the time).

•    In 2020, the impact of oil price drop in Q1 2020 on SMP is expected to be realised in Q3 2020. Associated price drop in oil-linked gas volume
     would make many of LNG-using power plants competitive against coal unit, resulting in reversal of coal and gas in the merit order. (This would
     be highly dependent on plant efficiencies of coal and gas power units). Accordingly, SMP currently hovering 75-85 KRW/kWh is forecast to
     drop to 40-50 KRW/kWh level.
29
            Note: The supply curve is a snapshot of a particular timeslot of Q3 2020, on the basis of TLG assumptions around availability of each power plant.
            Source: TLG Analysis
The outlook for oil prices has changed less than immediate disruption suggests

                    Dated Brent Monthly Price                                                 Dated Brent and Forward Curves
               80
                                                                          140
                                                                                                                                                             Since 2008
               70

                                                                                                   Global Financial Crisis
                                                                          120                                                                                Since 2014
               60
                                                                                                                                         June 2014
                                                                          100
                                                                                                                                                     October 2014
               50

                                                                US$/bbl
                       Dated Brent fell to multi year lows of
                                                                                                                              End 2009                       Since 2015
                                                                          80                                                                          Jun 2015
     USD/bbl

                       US$17/bbl on April 21, 2020
               40
                                                                                                                                                          Jul 2018
                                                                                                                             End 2008                     Feb 2019
                                                                          60
               30                                                                                                                                         Aug 2019
                       Demand reduction from Covid-19                           Spot
                       outbreak following on from the Saudi-                    Brent                                                                      May 2020
                       Russia production standoff                         40
               20
                                                                                                                                         Jan 2016

               10                                                         20

                0                                                          0
                                                                            2000 2002 2004 2006 2008 2010 2012 2014 2016 2018 2020 2022 2024
                19

                20
                 9
               19

               20
                 9
              01

              01
             20

             20
             20

             20
           l-2

            -2
         n-

         n-
          r-

          r-
         ct
        Ju
       Ap

       Ap
       Ja

       Ja
       O

30
31
                                       thousands of barrels produced in the USA per day

                                                    3,500
                                                                 7,000
                                                                              10,500
                                                                                             14,000

                                           0
                              1983-01-01
                              1984-01-01
                              1985-01-01
                              1986-01-01
                              1987-01-01
                              1988-01-01
                              1989-01-01
                              1990-01-01
                              1991-01-01
                              1992-01-01
                              1993-01-01
                              1994-01-01
                              1995-01-01
                              1996-01-01
                              1997-01-01
                              1998-01-01
                              1999-01-01
                              2000-01-01
                              2001-01-01
                              2002-01-01
                              2003-01-01
                              2004-01-01
                              2005-01-01
                              2006-01-01
                                                                                                                           Things to watch: US Oil Production (bbls per day)….

                              2007-01-01
                              2008-01-01
                              2009-01-01
                                           0
                                               20
                                                            40
                                                                 60
                                                                         80
                                                                                       100
                                                                                             120

                              2010-01-01
                              2011-01-01
                              2012-01-01
                              2013-01-01
                              2014-01-01
                              2015-01-01
Source: www.macrotrends.net

                              2016-01-01
                              2017-01-01
                              2018-01-01
                                                                                              Brent Price Outlook (Real)

                              2019-01-01
                              2020-01-01
Dated Brent Forward Curve Evolution – a lot of strengthening lately –
particularly at the back end
                                                                                                                                        Brent Forward Curve
     USD/bbl                                                                                                                                        As of end of May
     65

                14 J
                    an (B
                         efore
     60                        COV
                                  ID-1                                                                                                                                                                                                                                                                                                    29 May
               18 Feb                 9)                                                                                            February price range
                                                                                                                                                                                                                                                                                                                                         18 May
     55

     50
                         arch                                                                                                                                                                                                                                                                                                                 20 March
                       6M
     45                                   rch
                                      1 Ma rch                                                                                                                                                                                                                                                             Long-term price saw a recovery
                                     1     a
                                        9M                                                                                                                                                                                                                                                                 in early May because of the
                                                                                                                                                          Will the near term kill                                                                                                                          easing of economic restrictions
     40
                                                                                                                                                                                                                                                                                                           and expected demand recovery
                                                                                                                                                          so much investment
                                                                                                                                                           that the long-term
     35
                                                                                                                                                          shortage risk rises?

     30

     25                                       Near-term prices continued dropping in
                     il
                 Apr

                                              April due to depressed demand and
                                              insufficient storage
              29

     20
                   Sep-20

                                                       Sep-21

                                                                                           Sep-22

                                                                                                                               Sep-23

                                                                                                                                                                   Sep-24

                                                                                                                                                                                                       Sep-25

                                                                                                                                                                                                                                           Sep-26

                                                                                                                                                                                                                                                                               Sep-27

                                                                                                                                                                                                                                                                                                                   Sep-28
          Jun-20

                                              Jun-21

                                                                                  Jun-22

                                                                                                                      Jun-23

                                                                                                                                                          Jun-24

                                                                                                                                                                                              Jun-25

                                                                                                                                                                                                                                  Jun-26

                                                                                                                                                                                                                                                                      Jun-27

                                                                                                                                                                                                                                                                                                          Jun-28
                            Dec-20

                                                                Dec-21

                                                                                                    Dec-22

                                                                                                                                        Dec-23

                                                                                                                                                                            Dec-24

                                                                                                                                                                                                                Dec-25

                                                                                                                                                                                                                                                    Dec-26

                                                                                                                                                                                                                                                                                        Dec-27

                                                                                                                                                                                                                                                                                                                            Dec-28
                                     Mar-21

                                                                         Mar-22

                                                                                                             Mar-23

                                                                                                                                                 Mar-24

                                                                                                                                                                                     Mar-25

                                                                                                                                                                                                                         Mar-26

                                                                                                                                                                                                                                                             Mar-27

                                                                                                                                                                                                                                                                                                 Mar-28

                                                                                                                                                                                                                                                                                                                                     Mar-29
32
                                                                                                                                                                                                                                                                                             Source: Bloomberg
In Asia Pacific, coal market impacts are strongly influenced by China

                                         China’s annual coal import and export                       China’s Coal import by country in 2019

                             350
                                                   China became a net
                             300                   coal importer for the                  United States
                                                                                                          Vietnam         Others
                                                   first time in 2009                                       0%             5%
                                                                                               0%
                             250                                                                   Colombia
Annual import/export (mmt)

                                                                                                      1%
                             200                                                         Canada
                                                                                           1%                Russia
                                                                                                              9%
                             150
                                                                                                                                          Indonesia
                             100                                                                                                             46%
                                                                                        Mongolia
                                                                                         12%
                              50

                                0

                              -50                                                                             Australia
                                                                                                               26%

                             -100
                                    2000
                                    2001
                                    2002
                                    2003
                                    2004
                                    2005
                                    2006
                                    2007
                                    2008
                                    2009
                                    2010
                                    2011
                                    2012
                                    2013
                                    2014
                                    2015
                                    2016
                                    2017
                                    2018
                                    2019

                                            Import        Export           Net import

                              Source: NDRC, World Bank                                   Source: Bloomberg
           33
China’s thermal generation (coal) down 10% in January-March, but could have
  been much worse, as there was also sharply reduced hydro availability
                                           China Daily Average Generation mix                                                                      2017-19
                                                                                                                                                                2019 – 2020
                                                     Jan-Feb vs Mar                                                                                             Q1 Changes
                                                                                                                                                    CAGR
                                                                                                                                                                    %
                       20                              18.6                                     18.4
                                               17.7                                                    17.8                             Total       +6.4%          -15.6%
                                                                17.1              16.7   17.0                     Solar
                                      15.8
                       15                                                                                                               Solar      +37.5%          +40.2%
                                                                                                                  Win d

                                                                                                                                        Wind       +15.0%          +19.7%
                TWh

                       10                                                                                         Hydro
                                                                                                                                                                              Note: Weak water flow in
                                                                                                                                    Hydro           +3.1%          -13.6%     Q1 and weak demand
                                                                                                                  Thermal                                                     both contributed to hydro
                                                                                                                                                                              generation reduction.
                        5                                                                                                                                                     China also probably
                                                                                                                                   Thermal          +5.5%          -10.5%     increased some storage.
                                                                                                                  Nuclear

                        0
                                                                                                                                   Nuclear         +18.5%          +1.9%
                                      2017    2018     2019    2020              2017    2018   2019   2020
                                             Jan-Feb                                     Ma r

                6                                             China daily thermal coal consumption estimation
                                                                                                                                                     -10.3%     -8.1%
                                                                                                                                                       yoy       yoy
Million tonne

                4

                2

                0
                     Jan-Feb 19 Ma r-20 19         Apr-2019      Ma y-2019       Jun-2019   Jul-2019   Aug-2019   Sep-2019   Oct-2019     Nov-2019 Jan-Feb 20 Ma r-20 20

  34
                    Source: Generation from NBS, Demand from CEC. TLG Analysis
Coal price dynamics were less immediately responsive, but subsequently
         responded to downward demand pressure
    In US$/MT
                                                                                                                                                     Monthly Newcastle Coal Price
                                         Newcastle Coal Price Outlook (Real)
                                                                                                                             120
                                                                                                                             100
                                                                                                                              80

                                                                                                                    USD/MT
                           140                           2017-2018
                                                                                                                              60
                                                        Coal prices were historically strong in                               40                                                  Coal price has fallen ~32%   ~59
                                                        recent years as China’s power demand
                                                        jumped 8.5% y-o-y in 2018. Coal imports                               20                                                from a year ago to US$59/MT
                           120
                                                        increased 3.9% while exports fell by                                   0
                                                        55.3% in 2018

                                                                                                                                    19

                                                                                                                                    20
                                                                                                                                      9
                                                                                                                                    19

                                                                                                                                    19

                                                                                                                                    20
                                                                                                                                      9

                                                                                                                                      9

                                                                                                                                      0
                                                                                                                                    19

                                                                                                                                    19
                                                                                                                                      9

                                                                                                                                      9

                                                                                                                                      9
                                                                                                                                     9

                                                                                                                                     0
                                                                                                                                  l-1
                                                                                                                                 r-1

                                                                                                                                   -1

                                                                                                                                 r-2
                                                                                                                                   -1

                                                                                                                                   -1

                                                                                                                                   -1
                                                                                                                                   -1

                                                                                                                                   -2
                                                                                                                                 b-

                                                                                                                                 b-
                                                                                                                                 n-

                                                                                                                                 n-

                                                                                                                                 n-
                                                                                                                                 g-

                                                                                                                                 p-
                                                                                                                                ar

                                                                                                                                ar
                                                                                                                                ct

                                                                                                                                ov

                                                                                                                                ec
                                                                                                                               ay

                                                                                                                               Ju
                                                                                                                              Ap

                                                                                                                              Ap
                                                                                                                              Fe

                                                                                                                              Fe
                                                                                                                              Ja

                                                                                                                              Ju

                                                                                                                              Ja
                                                                                                                              Au

                                                                                                                              Se

                                                                                                                              O
                                                                                                                              M

                                                                                                                              M
                                                                                                                              N

                                                                                                                              D
                                                                                                                              M
                           100
US$/MT (real terms 2020)

                                                                                                  Impacts on Fuel Markets                                                         US$/MT
                                                                                                                                                          Observation: If coal prices   recover
                            80                                                                                                                            faster than (or do not decrease as
                                                                                                                                                          much as) oil/gas, then gas may enjoy a

                            60
                                                                                                                                             ?            more persistent advantage. This is not
                                                                                                                                                          a strong theme that we’ve noticed yet in
                                                 2019
                                                                                                                                                          China, but it would make sense.
                                           Coal prices plunged nearly 28% y-o-y in
                            40             2019 to $77.5/MT on the back of                                                         2020
                                           slackened demand from China coupled
                                           with switch to gas amidst the glut of                                              Near term outlook expected to remain
                                           cheap gas in Europe                                                                soft as concerns over weakened
                                                                                                                              economic and industrial activities place
                            20                                                                                                growing pressure on demand.

                             0
                                  2010    2011     2012     2013    2014    2015     2016     2017    2018     2019           2020    2021    2022    2023    2024       2025

                                 Notes: Forecast prices in 2020US$/MT; 2010-2019 are actuals, forecast thereafter
         35                      Source: ICE, Based on latest market forward curves for the front 2 years
About The Lantau Group

     Headline Impacts         Impact on Utility Costs

     Other Points

     Summary

36
The pandemic will have different effects in each jurisdiction – however, we can
look at the impacts for a generic utility cost structure

 Generic Utility Cost Structure in SEA Before Pandemic
                           Other
                           (Retail, Operations)
 100%
                    4%
               Distribution          Network Costs                        Over 50% of utility costs are largely fixed in the near-
                   16%               • These are often the next           term, and thus, demand destruction related to the
                                       largest component gen              pandemic will generally increase the average costs per
     80%                             • Distribution is typically more     kWh for customers corresponding to these costs (NB: not
              Transmission                                                an increase in costs, but in average rates)
                                       costly than transmission
                   10%
                                                                          The details of the differences between regulatory
               Generation            Generation Costs                     frameworks from one jurisdiction to the next will
             (Capacity and FOM)
                                     • These are often the largest        determine the mechanics of the extent to which these
     60%
                   23%                 utility cost component, often      costs are passed through (future tariffs and ‘clawbacks’),
                                       comprising around 70% of           and the period over which they are passed through
                                       total utility costs
                                     • These are often primarily
               Generation
     40%      (Fuel and VOM)
                                       variable costs (~2/3rds),
                                       mostly related to fuel, but also
                                       contain a substantial amount of
                                       fixed costs related to capacity    Broad energy demand destruction globally has placed
                                       payments                           immense pressure on energy prices, which have
                   47%
     20%                             • These can vary substantially       plummeted since the beginning of the year – this will drive
                                       by jurisdiction depending on       declining variable costs across jurisdictions
                                       the generation mix and
                                       Domestic fuel availability and
                                       policy
     0%
                     1
37
The short-term loss of sales from reduced demand is likely to be more than
offset by the longer-term fall in fuel prices

                                                  Indicative Analysis of Cost Impacts of Pandemic

                                                 Lockdown Period              Easing Period                Recovery Period
                                                  (Apr – May 2020)        (e.g., Jun – Dec 2020)                    (2021)
                                                                                                                                       • The process by which demand
    Fixed Cost Pressures:                        Demand destruction related to the pandemic will increase the burden of fixed
                                                                                                                                         destruction increases end-user
    Assuming Fixed Costs are ~53% of Total       costs for remaining customers
                                                                                                                                         tariffs will differ by regulatory
        Demand Destruction:                                                                                                              regime, and in some cases, this
                                                        -15%                          -5%                             -2%                burden may be borne in part by the
                    (Indicative assumptions)
                                                                                                                                         utilities/retailers
   Impact on Average Cost:                                                                                                             • Generally, this takes more time
      (Assuming all non-fuel/VOM costs are              +9.4%                       +2.8%                           +1.1%                under most regulatory mechanisms
                     ‘fixed’ in the near-term)
                                                                                                                                         to impact end-user rates (lagged)

                                                 Softened fuel markets related to the pandemic will decrease sector costs for          • In regulated jurisdictions, fuel cost
              Fuel Cost Relief:
     Assuming Fuel Costs are ~43% of Total       customers                                                                               savings will be passed through to
                                                                                                                                         end-users, albeit with some lag
          Coal Price Change*:                                                                                                            depending on the applicable regulatory
          (Newcastle, adjusted for shipping)             +3%                         -22%                            -16%                mechanisms
                                                                                                                                       • In unregulated jurisdictions, fuel
           Gas Price Change*:                                                                                                            cost savings may not be
         (Brent price change – this does not
          account for new gas/LNG contract              -25%                         -54%                            -41%                immediately realized by retailers,
      slopes or spot purchases of gas/LNG)                                                                                               who often hedge these, nor by
                                                                                                                                         customers, who sometimes are
              Fuel Cost Impact:                         -4.6%                       -16.3%                          -12.1%               ‘locked-in’ to specific rates for a period
    (Assuming fuel costs are 50/50 coal/gas)
                                                                                                                                         of time

                Net Cost Impact:                        +4.8%                       -13.5%                          -11.0%

  * Pre-Pandemic price based on Jan forwards; Post-pandemic based on combination of actual spot prices (April – May 2020) and recent
38forward curves (June 2020 and beyond)
Comparison of fuel price expectations / out-turn before and after the pandemic

                              Newcastle Coal                                                                               Brent Oil
USD/MT                                                                                   USD/bbl
80                                                                             10%       70                                                               0%

                                                                               5%                                                                         -10%
75
                                                                                         60

                                                                               0%                                                                         -20%
70
                                                                                         50
                                                                               -5%                                                                        -30%
65
                                                                               -10%                                                                       -40%
                                                                                         40
60
                                                                               -15%                                                                       -50%

                                                                                         30
55
                                                                               -20%                                                                       -60%

50                                                                             -25%      20                                                               -70%
      2020-Aug
      2020-Sep

      2021-Aug
      2021-Sep

                                                                                               2020-Aug
                                                                                               2020-Sep

                                                                                               2021-Aug
                                                                                               2021-Sep
       2020-Apr

       2021-Apr

                                                                                                2020-Apr

                                                                                                2021-Apr
      2021-Feb

                                                                                               2021-Feb
       2020-Jul

       2021-Jul

                                                                                                2020-Jul

                                                                                                2021-Jul
      2020-Jun

      2020-Nov
      2020-Dec
      2021-Jan

      2021-Jun

      2021-Nov
      2021-Dec

                                                                                               2020-Jun

                                                                                               2020-Nov
                                                                                               2020-Dec
                                                                                               2021-Jan

                                                                                               2021-Jun

                                                                                               2021-Nov
                                                                                               2021-Dec
       2020-Oct

       2021-Oct

                                                                                                2020-Oct

                                                                                                2021-Oct
      2020-May

      2021-Mar

      2021-May

                                                                                               2020-May

                                                                                               2021-Mar

                                                                                               2021-May
                 Change           Pre-Pandemic            Post-Pandemic                                   Change           Pre-Pandemic   Post-Pandemic

      ‘Pre-pandemic’ based on forward curve beginning of February 2020
      ‘Post-pandemic’ based on actual spot prices through May 2020, and forward curves at beginning of May for June 2020 onwards

 39
About The Lantau Group

                              Global Financial Crisis as
     Headline Impacts                Comparator

     Other Points

     Summary

40
A perspective from the Global Financial Crisis

                                                                                                                                                Monthly Electricity Demand

                         5,000                                                   25%                                                     5,000                                           25%                                                     25,000                                            25%

                         4,500                                                                                                           4,500
                                                                                                                                                                                                                                                 20,000                                            20%
                         4,000                                                   20%                                                     4,000                                           20%
                                                                    17%
Monthly “Demand” (GWh)

                                                                                                                Monthly “Demand” (GWh)

                                                                                                                                                                                                                        Monthly “Demand” (GWh)
                         3,500                                                                                                           3,500
                                                                                       Annual growth rate (%)

                                                                                                                                                                                               Annual growth rate (%)

                                                                                                                                                                                                                                                                                                         Annual growth rate (%)
                                                                                                                                                                                                                                                 15,000                                            15%
                         3,000                                                   15%                                                     3,000                                           15%

                         2,500                                                                                                           2,500                                                                                                   10,000                                            10%
                                                                                                                                                                                                                                                                                   7%
                         2,000                              10%                  10%                                                     2,000                           9%
                                                                                                                                                                                         10%
                                                                                                                                                                                                                                                  5,000                                            5%
                         1,500                                                                                                           1,500                                                                                                                    3%
                                                                                                                                                                                                                                                                                        2%
                                                                            5%
                         1,000                                                   5%                                                      1,000          4%                               5%
                                            3%                                                                                                     3%                                                                                                -                                             0%
                                                    2%                                                                                                                              3%
                          500                                                                                                             500                                                                                                                                                -1%
                                                                                                                                                             1%                                                                                                        -2%
                                                                                                                                                                              1%
                                                                                                                                                                  0.1%
                            -                                                    0%                                                         -                                            0%                                                      -5,000                      -3%
                                                                                                                                                                                                                                                                                                   -5%
                               07

                                       08

                                               09

                                                       10

                                                               11

                                                                       12

                                                                                                                                               06

                                                                                                                                               07

                                                                                                                                               08

                                                                                                                                               09

                                                                                                                                               10

                                                                                                                                               11

                                                                                                                                               12

                                                                                                                                                                                                                                                        06

                                                                                                                                                                                                                                                        07

                                                                                                                                                                                                                                                        08

                                                                                                                                                                                                                                                        09

                                                                                                                                                                                                                                                        10

                                                                                                                                                                                                                                                        11

                                                                                                                                                                                                                                                        12
                            20

                                    20

                                            20

                                                    20

                                                            20

                                                                    20

                                                                                                                                            20

                                                                                                                                            20

                                                                                                                                            20

                                                                                                                                            20

                                                                                                                                            20

                                                                                                                                            20

                                                                                                                                            20

                                                                                                                                                                                                                                                     20

                                                                                                                                                                                                                                                     20

                                                                                                                                                                                                                                                     20

                                                                                                                                                                                                                                                     20

                                                                                                                                                                                                                                                     20

                                                                                                                                                                                                                                                     20

                                                                                                                                                                                                                                                     20
                                 Annual Electricity Demand Growth Rate (%)                                                                       Annual Electricity Demand Growth Rate (%)                                                                Annual Electricity Demand Growth Rate (%)
                                 Monthly Electricity Demand (GWh)                                                                                Monthly Electricity Demand (GWh)                                                                         Monthly Electricity Demand (GWh)

41
                                                                                                                                                                                    Source: PEMC; EMC; MOEA BOE; Taipower Statistics; TLG Analysis
During the GFC, for example, Philippine GDP growth stayed positive through a
   15-month decline, taking ~9 months to recover from its bottom

                   Historical quarterly YoY real GDP growth in the Philippines

           10.0%            •   In the 2008 Global Financial Crisis, Philippine GDP growth fell
                                from 5.1% to 1.1% over 15 months, with electricity demand less
                                impacted (the demand-GDP elasticity trended above 1)

                                       •   Whilst the nature of the exogeneous shock from COVID-19 is in many ways unique, analysis
                                           of the GFC highlights that the recovery of GDP to pre-GFC levels took 9 months. This is not
                                           inconsistent with the recovery currently projected by the IMF, ADB, and World Bank (see RHS)
           7.5%

“V” Recovery

           5.0%

           2.5%

           0.0%
                   8 08 09 09 10 10 11 11 12 12 13 13 14 14 15 15 16 16 17 17 18 18 19 19 20 20 21 21
                 -0  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -  -
               Q1 Q3 Q1 Q3 Q1 Q3 Q1 Q3 Q1 Q3 Q1 Q3 Q1 Q3 Q1 Q3 Q1 Q3 Q1 Q3 Q1 Q3 Q1 Q3 Q1 Q3 Q1 Q3

   42                                                                                         Note: Third party forecasts for GDP lack quarterly granularity..
                                                                                                Source: Bangko Sentral ng Pilipinas; ADB; IMF; World Bank
As of now, the recovery profile is not yet clear – and probably depends most on
the nature of COVID-19 response (vaccine, treatment, herd immunity, distancing etc.)

20%                                                        Real GDP growth rate yoy

              Taiwan        South Korea    Australia     Ma inland China     Ma laysia     Singapore        Thailand        Vietnam         Philippines

15%

10%

 5%

 0%
       2000   2001   2002   2003   2004   2005   2006   2007   2008   2009   2010   2011   2012   2013     2014    2015    2016    2017     2018   2019     2020E

 -5%

                                                         Global Financial Crisis                                                                          COVID-19
-10%

43                                                                                                       Source: WorldBank, and Bloomberg
Some segments (e.g. tourism) will be hurt more deeply and for longer – due to
public fear and because of less discretionary income if a prolonged recession
Forecast providers             Indicator               Impact of COVID-19

                                                                44%                                                     International tourist arrivals in 2020: three scenarios
                        International air                                                                                              (YoY monthly change %)
                        passenger traffic                       80%
                                                                                                                  20

                         Airlines’ revenue passenger                                                                      Jan    Feb     Mar   Apr      May       Jun     Jul     Aug   Sep      Oct   Nov     Dec
                                                                56%                                                0
                         kilometers (intl. and dom.)

                                                                                             Monthly change, %
                                                                                                                  -20                           Actual data
                        International tourism                   US$910bn (-62%)
                                                                                                                                                Scenario 1
                        receipts                                                                                                                                   Gradual opening of borders
                                                                US$1,170bn (-79%)                                 -40                           Scenario 2
                                                                                                                                                                   and lifting travel restrictions
                                                                                                                                                Scenario 3
                                                                13%                                               -60
                         Global merchandise trade
                         volume                                 32%                                                                                                     In July         In Sep
                                                                                                                  -80                                                                                        In Dec

                         World GDP                              -3% contraction
                                                                                                                 -100
                                                                -6% contraction                                                                                                                    Source: UNWTO
                       Source: ICAO, IATA, UNWTO, WTO, IMF, Note: All figures are
V-shaped recovery      2020 data compared with 2019 data, except for airport revenue
                              figures which are compared to 2020 business-as-usual.
U-shaped recovery
                                                                     Commercial flights flow statistics
     150,000                                         2020 domestic           2020 international                         2020 not specified           2019 total

     100,000

      50,000

           0
               1-Jan                         1-Feb                            1-Mar                                              1-Apr                                  1-May

                                                                                                                                                              Source: radarbox.com
44
Sorting out economic impacts will take time. For example, Thailand, hospitality
       is a significant driver of electricity demand (a correlate with GDP)
                                                                                                                                                                                           Thailand

GWh                            Historic power consumption by industry type                                                                                                                 GWh
                                                                                                                                                                                                                     Historic power consumption by business type
90,000
                                                                                                                                                                                                 90,000

80,000
                                                                                                                                                                                                 80,000

70,000
                                                                                                                                                                                                 70,000

60,000                                                                                                                                   Manufacturing (Other)
                                                                                                                                                                                                 60,000

50,000
                                                                                                                                        Petroleum, Natural Gas                                   50,000
                                                                                                                                              & Petrochemicals
40,000
                                                                                                                                                                                                 40,000
                                                                                                                                                                        Food
30,000
                                                                                                                                                                                                 30,000
                                                                                                                                                                                                                                                                                                                                  Restaurants & Hospitality
20,000
                                                                                                                                                                                                 20,000
                                                                                                                                                                                                                                                                                                                                                                      Retail
10,000                                                                                                   Metals, Metal Products, and Machining
                                                                                                                                                                                                 10,000
                                                                                                                                                                                                                                                                                                Government, Public Services, and NGOs
      0
          02        03        04        05        06        07        08        09        10        11         12        13        14         15        16        17        18        19             0
    20         20        20        20        20        20        20        20        20        20         20        20        20         20        20        20        20        20
                                                                                                                                                                                                          02        03        04        05        06        07        08        09        10        11        12        13        14        15        16        17        18        19
                                                                                                                                                                                                     20        20        20        20        20        20        20        20        20        20        20        20        20        20        20        20        20        20

      Metals, Metal Products, and Machining                                                         Food
      Petroleum, Natural Gas, and Petrochemicals                                                    Manufacturing (Other)                                                                                 Government, Public Services, and NGOs                                                          Retail
      Textiles                                                                                      Agriculture, F orestry, and Fishing                                                                   Restaurants and Hospitality                                                                    Logistics, Transportation, and Storage
      Mining                                                                                                                                                                                              Other                                                                                          Real Estate
                                                                                                                                                                                                          Wholesale                                                                                      Financial Institutions
                                                                                                                                                                                                          Construction

       45                                                                                                                                          Note: Analysis based on TLG interpretation of TSIC codes - all industry types not necessarily represented
                                                                                                                                                                                                                               Source: EPPO; TLG analysis
China seems likely to recover faster (at this point) but exports from ASEAN
countries depend heavily on USA and EU markets

                        Export from ASEAN to USA                    Export from ASEAN to EU28                                             Export from ASEAN to China
                                  (2019)                                       (2019)                                                                (2018)
                   70                                              50                                                                    70

                   60                                                                                                                    60
                                                                   40

                   50                                                                                                                    50

                                                                   30

                                                   Billion Euros
                                                                                                                                         40

                                                                                                                           Billion USD
                   40
     Billion USD

                   30                                                                                                                    30
                                                                   20

                   20                                                                                                                    20

                                                                   10
                   10                                                                                                                    10

                    0                                               0                                                                     0

                                                                                                                                                 T h ys ia

                                                                                                                                                   do d
                                                                                                                                                 M nam

                                                                                                                                                           ei
                                                                                                                                                 am os
                                                                                                                                                  ya s
                                                                                                                                                     a a

                                                                                                                                                     Br ia
                         M nam

                                                                           M nam
                          T h ys ia

                          ng nd

                                                                           T h ys ia

                                                                           ng nd
                                  ar

                                                                                   ar
                          am es

                                                                           am es

                                                                                                                                                         ar
                             on e
                          ilip sia

                           ya a

                                                                              o e
                                                                           ilip sia

                                                                            ya a
                                  ei

                                                                                   ei
                             Br s

                                                                              Br s

                                                                                                                                                  ilip re
                                                                                                                                               I n ilan

                                                                                                                                               M pine
                                                                                                                                         T h ing esi
                                 o

                                                                                  o
                   T h I nd por

                         M odi

                                                                   T h nd por

                                                                          M odi

                                                                                                                                                        un
                                                                                                                                                         d
                                un

                                                                                 un

                                                                                                                                              C La
                               nm

                                                                                nm

                                                                                                                                                      nm
                                                                                                                                              Ph po
                        C pin

                                                                        C pin
                        Si ila

                                                                        Si la
                               La

                                                                                La

                                                                                                                                                      bo
                        Ph e

                                                                        Ph ne

                                                                                                                                                       a

                                                                                                                                              S n
                               a

                                                                                a

                                                                                                                                                     et

                                                                                                                                                      a
                                                                               ai
                              b

                                                                               b
                             et

                                                                              et
                              a

                                                                               a
                              a

                                                                                                                                                    al
                            al

                                                                             al

                                                                                                                                                  Vi
                          Vi

                                                                           Vi

                                                                         I

                                                                                                                                            e
                      e

                                                                      e

46                                                                 Source: USA census, European commission, and General Administration of Customs of China
Agenda

1. Executive Summary
2. Overview of Singapore Electricity Market
          About The Lantau Group
3. Key Market Drivers

4. Modelling Results
        Headline Impacts

5. Appendix
          Other Points

          Summary

47
About The Lantau Group

     Headline Impacts

     Other Points             Diversity

     Summary

48
Wide variations in industry mix – suggesting very uneven impacts likely

                                                Percentage Share of GDP by Industry Type (2018)

      Cambodia                16%                         23%                                        40%                                     22%

        Vietnam               16%                               28%                                              41%                               15%

        Malaysia                    22%                           18%                                             52%                                    8%

           China                          29%                           11%                                        53%                                    7%

     South Korea                      27%                                17%                                                 54%                               2%

        Thailand                      27%                         8%                                         57%                                         8%

      Philippines              19%                      12%                                                60%                                           9%

         Taiwan                             33%                          4%                                            61%                                     2%

        Australia        6%                     25%                                                              67%                                           2%

       Singapore                21%                      10%                                                      69%                                           0%

                    0%          10%               20%           30%            40%         50%         60%               70%           80%   90%               100%

                                                  Manufacturing         Non-Manufacturing Industry    Services           Agriculture

49         Source: WB, TW Stats, TLG analysis
Markets like Singapore, Japan, Thailand, Korea (for example) all import LNG
and will benefit (or offset pain) via lower imported fuel costs
                       (others like Philippines have gas linked to oil prices, and others like Taiwan, Malaysia and Vietnam import a lot of coal)

 100%

     90%

     80%

     70%

     60%

     50%

     40%

     30%

     20%

     10%

     0%
             Vic,         Vietnam      Indonesia       Korea        Ma laysia      Taiwan         China       New Delhi,   Thailand    Me ra lco,     WA ,      Tepco,   Singapore
           Australia                                                                                            India                 Philippines   Australia   Japan

                                                     Hydro      Other Renewables          Nuclear      Coal     Natural Gas     Oil    Other

           Source: Department of the Environment and Energy - Australian Energy Statistics, Electricity of
           Vietnam (EVN), Ministry of Energy and Mineral Resources Republic of Indonesia, Bureau of
50         Energy - Ministry of Economic Affairs - Taiwan, China Electricity Council, Central Electricity
           Authority – India, Meralco & Department of Energy – The Philippines, TEPCO – Japan, IEA,
Countries like Vietnam with remarkably high growth rates may slow down, but
                are unlikely to reverse
                                    Power demand by sector in Vietnam                                                           05-18 CAGR of
                                                                                                                                Consumption
                    200                                                                           192   40                                      • Against the backdrop of strong economic
                                                                                                                                  +9.1%           growth, electricity consumption more than
                    180                                                                     175                                                   trebled from 46 TWh in 2005 to 192 TWh in
                                                                                                        35                       +18.4%
                                                                                      159                                                         2018 – representing a CAGR of nearly 11.7%
                                                  05-18
                    160                        Consumption                                                                                        over 2005-2018 period. Peak demand is
                                                                                144                     30                                        growing at a CAGR of 10.8% during the same
                                                  CAGR
                    140                                                   129                                                                     period.
                                                     +11.7%

                                                                                                             Peak demand (GW)
Consumption (TWh)

                    120
                                                                    115                                 25                                      • The industrial sector is the main driver of
                                                              105                                                                +13.5%           electricity demand, accounting for over half
                    100
                                                         95
                                                                                                        20                                        (55%) of electricity consumption in 2018,
                                                    86                                                                                            having grown at 13.5% CAGR since 2005.
                                                                      Peak Demand
                                               75                     CAGR 10.8%
                     80
                                          66                                                            15                                      • The residential sector accounts for
                                     58                                                                                                           approximately one third of total electricity
                     60        51                                                                                                +13.6%
                          46
                                                                                                        10
                                                                                                                                                  consumption, with its share having gradually
                     40
                                                                                                                                                  reduced over time. Its CAGR of 9.1% is lower
                                                                                                                                                  than demand growth in either the industrial or
                                                                                                        5                                         commercial sectors.
                     20
                                                                                                                                  +9.1%
                                                                                                                                                • The commercial and agricultural sectors
                      0                                                                                 0
                                                                                                                                                  account for a relatively small portion of
                                                                                                                                                  electricity demand but recorded relatively
                       05
                       06
                       07
                       08
                       09
                       10
                       11
                       12
                       13
                       14
                       15
                       16
                       17
                       18
                     20
                     20
                     20
                     20
                     20
                     20
                     20
                     20
                     20
                     20
                     20
                     20
                     20
                     20

                                                                                                                                                  robust CAGR 13.6% and 18.4% respectively
                                      Residential                          Commercial                                                             over the 2005-2018 period.
                                      Industrial                           Agriculture
                                      Others                               Peak Demand

                51
                                                                                                                                                          Source: ADB, EVN and EVN NLDC
Implications will vary greatly by region, and not just by country
                                                                                   Power demand growth YoY

                     2020 Jan-Feb                               Northeast Grid
                                                                                                   2020 Mar                                 Northeast Grid                             2020 April                            Northeast Grid
                                                                           +2.4%                                                                         -1.2%                                                                               +0.3%

                                                        +5.4%         +1.3%                                                            +1.2%                                                                              +5.0%
                                                                                                                                                     +1.0%                                                                               +1.5%
     +4.9%                                                         -1.1%               +5.5%                                                     -4.0%                    +7.0%                                                      -0.5%
                     +4.9%            North Grid -3.3%                                             -1.0%           North Grid      -3.4%                                              +6.6%           North Grid      -7.2%
                                                           -8.2%                                                                       -7%                                                                               -0.6%
         Northwest Grid                                -7.6%                             Northwest Grid                           -4.6%                                  Northwest Grid                              -1.7%
                                     +0.1%     -4.1%                                                                         -0.6%                                                                              +1.4%
                                                          -9.1%                                                    -8.8%                                                                               -8.6%
                    +1.3%                                                                                                             -1.2%                                                                              +1.4%
                                                                                                 +6.4%                                                                               -0.4%
                                       -7.9%                                                                          -0.7%                                                                              +2.0%
                                                 -13.7%                                                                        -6.5%                                                                              +0.5%
                                                            -16.8%                                                                    -6.3%                                                                                    +0.3%
     -2.3%                       Central      Grid        -                            -5.4%                    Central      Grid -0.8%                                   +11.7%                      Central Grid         +5.3%
                             -2.6%              -20.0% 10.4% -12.9%                                        -2.9%              -28.3%       -9.3%                                              +4.5%               -5.4%            -2.3%
                                     -7.9%
                                                          East Grid
                                                             -21.3%
                                                                                                                                            -6.9% East   Grid
                                                                                                                    -1.3%                                                                               -0.0%                           East Grid
                                              -6.7% -12.2%                                                                  -8.5%                                                                               +6.6%
                                                                                                                                                                                                                                -0.8%
                                                                                                                                    -1.4%                                                                               +5.9%
                                     -5.5%                                                                         -2.7%                                                                               +5.1%
                                                           -7.9%                                                                         -6.8%                                                                               -2.5%
                                 South Grid                                                                                                                                                       South Grid
                             +6.6%                                                                         +4.3% South Grid                                                                   +9.3%
                                        -1.9%
                                                 -13.2%                Central grid and                              -3.8%
                                                                                                                           -6.2%
                                                                                                                                                                                                         +5.2%
                                                                                                                                                                                                                   -5.6%

                                                                       costal provinces were
                                             -4.9%                     hit bad, and has not                                -7.8%                                                                               -11.7%

                                                                       recovered to 2019
                                                                       level in March.                                                                                         Almost all provinces saw
                                                                                                                                                                               improved growth rate in April.
              20%
                                                                                                                                                         Jan-Feb        Ma r       April
              10%
               0%
             -10%
                                                                                                                                         Northeast                  Northwest                    South
             -20%             Central Grid                                 East Grid                North Grid                             Grid                       Grid                        Grid
             -30%      lo ilin
                                    ng
                          H i

                          Sh i

                        Li lia
                        Si ng

                          Be n
                                    an

                       ho nan

                                    su
                                    jin

                I n ha x i

                         Yu n

                                       t
                        Sh ng
                      Sh uan

                          G i

                          H xi

                                    ou
                                      g
                          H i

                        G ng
                        Z h su

                        Xi ia
                         N ai

                         ng g

                        G an
                                    ng
                         J i ai

                          on g
                            Fu i
                                   gx

                                     e

                                     e

                                   be
                                   hu

                                   nx
                                  jia

                                  na
                                 ijin

                      ua ian
                     r M on

                                 gx
                                 ub

                                 eb

                                   n

                                 ng
                                 gh
                                gh

                               go
                               an
                                  g

                                 ia
                                 qi
                              en

                              an
                               jia

                              zh
                              do

                              nn
                                ni

                                  J
                              an

                                 a

                              aa

                              Ti
                            An
                            an
                              u

                              ai
                            ch

                   ne nd

                             in
                            ej
                          ng

                          ua
                            in

                               j
                            H

                            H

                          ao
                          an

                          Ti

                          ng

                            n

                          ui
               Ji

                         Q
                     S

                     ei
                     C

                    G
                   H

52
                                                                                                                                                                   Source: CEC; TLG research and analysis
For some, fuel cost decreases already more than offset demand reduction

                                          Generation                Total operating   Total operating   Profit margin
                                         output 2020Q1              income 2020Q1     cost 2020Q1 vs.    2020Q1 vs.
                                          vs. 2019Q1                  vs. 2019Q1          2019Q1          2019Q1

 Datang International
                                                -5.7%                   -2.3%             -3.3%           +64.3%
 (601991.SH)

 Huadian International
                                               -10.8%                   -6.0%             -9.1%           +54.4%
 (600027.SH)

 Huaneng International
                                               -18.5%                   -11.6%            -11.2%           -22.4%
 (600011.SH)

 China Resources Power
                                               -12.5%                   -8.2%              N/A             -10.4%
 (00836.HK)

 Guangdong Electric
                                               -16.2%                   -15.8%            -13.9%           -93.3%
 Power (000539.SZ)

 Zhejiang Zheneng
 Electric Power                                -36.8%                   -34.1%            -32.8%           -47.6%
 (600023.SH)
 Note: Generation output - 完成发电量; Total operating income - 营业总收入;
 Total operating cost - 营业总成本; Profit margin - 归属于上市公司股东的净利润
 Source: Company announcements; TLG Analytics, Caixin

53
You can also read