Electric Vehicle Boom: ICE-ing The Combustion Engine

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Electric Vehicle Boom: ICE-ing The Combustion Engine
EQUITY RESEARCH | September 6, 2017

Electric Vehicle Boom: ICE-ing The
Combustion Engine
What if EV adoption shifts to hyper mode?
Although the internal combustion engine (ICE) is entering its twilight years, we think the decline could be stead-
ier and shallower in the near term relative to consensus, with electric vehicles (EVs) accounting for just 8% of
global auto sales by 2030. That’s below industry expectations of 10%-20%. Further out, we’re more bullish. We
see 2025-2030 as the inflection point and expect EVs will make up 32% of global auto sales by 2040. Swing fac-
tors that could shift the baseline into “hyper-adoption” mode include increased government incentives (still a
wildcard) and lower battery costs (where a number of hurdles remain).

Kota Yuzawa                     Stefan Burgstaller            Yipeng Yang                   David Tamberrino, CFA
+81(3)6437-9863                 +44(20)7552-5784              +86(10)6627-3189              (212) 357-7617
kota.yuzawa@gs.com              stefan.burgstaller@gs.com     yipeng.yang@ghsl.cn           david.tamberrino@gs.com
Goldman Sachs Japan Co., Ltd.   Goldman Sachs International   Beijing Gao Hua               Goldman Sachs & Co. LLC
                                                              Securities Company Limited

Goldman Sachs does and seeks to do business with companies covered in its research reports. As a
result, investors should be aware that the firm may have a conflict of interest that could affect the
objectivity of this report. Investors should consider this report as only a single factor in making their
investment decision. For Reg AC certification and other important disclosures, see the Disclosure
Appendix, or go to www.gs.com/research/hedge.html. Analysts employed by non-US affiliates are not
registered/qualified as research analysts with FINRA in the U.S.

                                                                                 The Goldman Sachs Group, Inc.
Electric Vehicle Boom: ICE-ing The Combustion Engine
September 6, 2017                                                                                                                          Electric Vehicle Boom

Table of contents
Executive summary: What if we see hyper-adoption from 2025?                                                                                                4
Driving EV adoption: The road ahead from regulators to consumers                                                                                           9
Shift to hyper-adoption mode: Potential tailwinds                                                                                                         14
OEMs/Parts: First-mover benefits for EVs? Timing is everything                                                                                            25
Batteries: Value-add revving up                                                                                                                           28
Battery materials: Lithium supply/demand to tighten                                                                                                       34
Energy: Crude oil demand to slow as EVs become mainstream                                                                                                 36
Appendix 1: Target price methodologies and risks                                                                                                          38
Appendix 2: Glossary of terms                                                                                                                             39
Disclosure Appendix                                                                                                                                       41

                                                                                               China’s Battery Challenge, Feb 9, 2017
                                                                                               Charging the future: Asia leads drive to next-
    The drive for the rise of Electric Vehicles sits at                                        generation EV battery market, Sep 27, 2016
    the nexus of multiple trends. See our theme                                                The Great Battery Race, Oct 18, 2015
    pages for related work on The Great Battery
    Race, Cars: The Road Ahead, The Low Carbon
    Economy and Advanced Materials.                                                            Rethinking Mobility, May 23, 2017
                                                                                               Lighter, Faster, Cheaper, Apr 7, 2016
                                                                                               Disruption in China’s new car market, Feb 29, 2016

                                                                                               Focus on shifts in solar/EVs; losers continue to
                                                                                               outnumber winners, May 31, 2016
                                                                                               Electric Vehicles – customer acceptance &
                                                                                               continued scaling; check, Apr 7, 2016

                                                                                               Profiles in Innovation: Advanced Materials, Sep
                                                                                               27, 2016
                                                                                               What if I Told You...Lithium is the New Gasoline?

Analyst team contributors
Region             Analyst             Telephone          Email                       Region          Analyst            Telephone         Email
Autos & Auto Parts                                                                    Energy & Chemicals
Japan             Kota Yuzawa          +81(3)6437-9863    kota.yuzawa@gs.com          Singapore        Nikhil Bhandari   +65-6889-2867     nikhil.bhandari@gs.com
                  Yusuke Akiyama       +81(3)6437-9872    yusuke.akiyama@gs.com                        Kim Theo          +65-6889-2468     theo.kim@gs.com
China             Yipeng Yang          +86(10)6627-3189   yipeng.yang@ghsl.cn         USA              Robert Koort      +1(713)654-8480   robert.koort@gs.com
                  Yuqian Ding          +86(10)6627-3327   yuqian.ding@ghsl.cn                          Dylan Campbell    +1(713)654-8481   dylan.campbell@gs.com
India             Pramod Kumar         +91(22)6616-9043   pramod.kumar@gs.com                          Brian Lee         +1(917)343-3110   brian.K.lee@gs.com
USA               David Tamberrino     +1(212) 357-7617   david.tamberrino@gs.com     Japan            Shuhei Nakamura   81(3)6437-9932    shuhei.nakamura@gs.com
Europe            Stefan Burgstaller   +44(20)7552-5784   stefan.burgstaller@gs.com   Technology
                  Lucile Leroux        +44(20)7051-3084   lucile.leroux@gs.com        Japan            Daiki Takayama    +81(3)6437-9870   daiki.takayama@gs.com
Korea             Seung Shin           +82(2)3788-1779    seung.shin@gs.com                            Masaru Sugiyama   +81(3)6437-4691   masaru.sugiyama@gs.com
                                                                                      Korea            Giuni Lee         +82(2)3788-1177   giuni.lee@gs.com

Goldman Sachs Global Investment Research                                                                                                                            2
Electric Vehicle Boom: ICE-ing The Combustion Engine
September 6, 2017                                                                                                                      Electric Vehicle Boom

    EV Outlook in numbers
    THE TURNING POINT                                                               POTENTIAL EV PENETRATION

                      We expect EV sales to gain real momentum
     2025             from 2025. (p. 9)                                                        1%                 8%            32%
    CHALLENGING EV PAYBACK PERIOD
                                                                                    We see EV sales growing from 560,000 units in 2016 (1% of
                      The most important inflection period is                       global auto sales), to 9.72mn units in 2030 (8%) and
                      when declining battery costs will shorten                     44.19mn units in 2040 (32%). (p. 9)
     3yrs             the payback time for EVs to three years.
                      (p. 12)

    PARTS MAKERS LIKELY TO FACE HEADWINDS
                      EVs have no engine-related components,
                                                                                     Hyper-adoption scenario
                      whereas these parts make up 23% of
     23%              conventional gasoline-powered vehicles.                         1) Carrot and stick
                      (p.25)
                                                                                      US$8,452                         US$653
    BATTERIES MARKET PICKING UP                                                       Governments would have needed to provide
                      While auto battery capacity was a mere                          US$8,452 in subsidies in 2015 to achieve a
     136x             17GWh in 2015, we estimate it will increase                     payback period of 3 years, but we forecast that
                      136x to 2,319GWh by 2040. (p. 28)                               this will shrink to US$3,481 in 2020, and to
                                                                                      US$653 in 2025. (p. 16)

    LITHIUM SUPPLY/DEMAND LIKELY TO TIGHTEN                                           2) Battery cost breakthrough
                      Lithium price doubled from US$5/kg in 2015
        2x            to US$12/kg in 2017. Lithium prices is around
                      5-10% of battery production cost. (p. 34)
                                                                                      Below US$100/kWh?
                                                                                      Battery cost (per kWh, pack cost) is the
    CRUDE OIL DEMAND SENSITIVITY                                                      biggest hurdle. In order for general
                                                                                      consumers to accept EVs, a breakthrough is
                      We calculate that 5% increase in EV                             necessary to bring the cost down to below
     1.5%             penetration to cause 1.5% decrease in crude
                      oil demand. (p. 36)
                                                                                      US$100. (p. 21)

    RIDING THE ELECTRIC VEHICLE BOOM
    EV sales as % of global auto sales (2015 vs. 2030E vs. 2040E base case vs. 2040E hyper adoption)
     80.0                            25.0
                               51%
     70.0                                                 57%                                  2015        2030   2040 Base     2040 Hyper adoption
                                     20.0
     60.0

     50.0                32%                        40%
                                     15.0
     40.0
                                                                              67%
     30.0                            10.0                                                            57%                  60%
                                                                        50%
                                                                                               45%
     20.0                                                                                                          38%
                                      5.0        15%
                    8%
     10.0                                                         11%                                                                          55%
                                                                                                                  8%                     35%
               0%                           1%                  0%                     0% 7%                 0%                  0% 9%
       0.0                            0.0
       (mn)         Global                        China           W.Europe                  US                    India              Japan

Source: IHS, METI, JAMA, Avicenne, Goldman Sachs Global Investment Research

Goldman Sachs Global Investment Research                                                                                                                  3
Electric Vehicle Boom: ICE-ing The Combustion Engine
September 6, 2017                                                                                            Electric Vehicle Boom

Executive summary: What if we see hyper-adoption from 2025?
What’s new?                      We forecast EVs will account for just 8% of global auto sales in 2030, industry expectations
  New forecasts to 2040         (10%-20% e.g. Faurecia and Continental), and think the current view of an EV boom is a
  Inflection after 2025         little too sanguine. Our base case is unchanged but we now project an inflection point in
  Hyper-adoption case
                                 2025-30 and introduce forecasts out to 2040. We also introduce a more aggressive “hyper
                                 adoption” scenario to reflect the growing possibility that government incentives and lower
                                 battery costs will drive even faster EV adoption – almost twice as fast as our base case.

                                 Driving the transition: Recent progress favours electric vehicles
                                 This year saw a number of developments favoring the transition to EVs, including new
                                 models, increased government mandates, and advances in the development of the next
                                 generation of batteries. On product development, General Motors has launched Bolt,
                                 featuring a new lithium-ion battery from LG Chem, and Tesla has launched its first car for
                                 the mass market, Model 3, fitted with Panasonic’s 2170 battery. On government regulation,
                                 France and the UK have announced deadlines for phasing out new gasoline and diesel
                                 engine vehicle sales, and India announced a “Transform Mobility” plan in May 2017,
                                 setting an extremely ambitious EV sales ratio target of 40% in 2032 (vs. our 2032 base case
                                 of 13%). We also see steady progress in next-generation battery technology with the
                                 biggest focus on Toyota Motor’s intention to launch all-solid-state battery EVs in 2022.
Inflection point
The turning point where          Gearing up for a new era: Electric vehicles approaching an inflection
payback time for EVs
falls below three years          We project an inflection point after 2025 and introduce forecasts out to 2040 for the
                                 adoption of EVs (vehicles with only an electric engine). We see EV sales growing from
                                 560,000 units in 2016 (1% of global auto sales), to 10 mn units in 2030 (8%), and 44 mn
                                 units in 2040 (32%). After more than 100 years, it seems that an auto industry dominated by
                                 internal combustion engines is nearing an end. We believe the most important event to
                                 watch for is when declining battery costs shorten the payback time for EVs to three years.
Payback time
The number of years              Pedal to the metal: What could accelerate electric vehicle uptake?
required for gasoline
expense savings to cover         We also introduce a more aggressive “hyper adoption” scenario to reflect the increasing
the hybrid cost                  possibility that government incentives and falling costs will drive EV adoption even faster
                                 than our base case. Under our scenario of accelerated EV uptake from 2025, we see EV
                                 sales growing to 20 mn units in 2030 (17% of global auto sales, twice our base case). By
                                 2040, EVs could account for 51% of all vehicles sold globally, with sales of 71 mn units. We
                                 see the greatest risks to our base case and accelerated adoption scenarios in the
                                 complexities of the auto supply chain, government support, and the challenge to bringing
                                 battery costs down at a faster pace than we have seen thus far.

                                 Condition (1): Carrot and stick (government subsidies and penalties)
                                 Government policies remain a wildcard, with the risks of a faster government push to EVs
                                 in places like China, India, and Western Europe, and a rollback in efficiency standards in the
                                 US under the Trump administration.

                                 Condition (2): Battery cost breakthrough
                                 Because improvements and cost reductions in batteries are such critical variables, we
                                 provide an update on the progress on all-solid-state lithium batteries which we see as the
                                 most likely successors to unlock the advances in energy density needed for EVs to fulfill
                                 their potential. We see Toyota’s progress toward a viable all-solid-state battery by 2022 as
                                 supporting our thesis, but caution that a number of hurdles remain.

Goldman Sachs Global Investment Research                                                                                        4
September 6, 2017                                                                                                                                  Electric Vehicle Boom

Exhibit 1: There are several tailwinds that may spur EV hyper-adoption
Factors promoting EV penetration

                         EU               Accelerate        French and UK authorities declared no more sales of internal combustion engines (ICE) from 2040

                        China             Accelerate        NEV regulation credit can be used for corporate average fuel consumption (CAFC) regulation

 Regulations            India             Accelerate        EV penetration target of 40% in 2032

                        USA                On track         US$7,500 federal EV subsidy + ZEV regulation

                        Japan              On track         US$100 subsidy per kWh battery

                        VW                Accelerate        Launching 30 EV models by 2025. Accelerating its EV plan to meet 25% of total sales in 2025.

                     Honda                Accelerate        China-dedicated EV will be launched in 2018

                     Toyota               Accelerate        Set up EV division but no concrete launch schedule announced yet
  Products
                        GM                 On track         Bolt EV launched in December 2016 as planned

                        Tesla              On track         Model 3 launched in July 2017, the company is targeting 20k/month production in December

                     Nissan                On track         Leaf full model change expected in Sep 2017 as planned

                  All-solid-state         Accelerate        Toyota sees a 2022 launch.

   Battery          LiB NCA                On track         Tesla starts using 2170 type nickel-cobalt-aluminium-based (NCA) battery for Model3 as planned

                    LiB NMC                On track         Nickel rich cathode + wet separator to become the industry standard as planned

Source: Company data, various government websites, Goldman Sachs Global Investment Research.

Exhibit 2: We expect see a turning point in EV sales after 2025
Mid-term global EV sales forecast scenarios – base case vs. hyper-adoption

Base case                       2017E     2020E   2030E       2040E        CAGR       Hyper-adoption case            2017E     2020E     2030E     2040E        CAGR
EV sales (mn)                        1        1        10          44       22.0%     EV sales (mn)                        1         2        20           71   24.6%

EV sales ratio                      1%      1%         8%       32%         19.9%     EV sales ratio                    1%         2%        17%     51%        22.4%

Battery cost (USD/kWh)              222     164        95          71       -5.0%     Battery cost (USD/kWh)            189       110         73           55   -5.5%

CO2 regulation (g/km)               134     114        76          41       -5.2%     CO2 regulation (g/km)             134       114         73           29   -6.7%
Battery cost: Expect costs below USD100/kWh in 2029.                                  Battery cost: Expect costs below USD100/kWh in 2022. All-solid-state
Battery materials: Raw material prices to remain at current levels.                   batteries to become mainstream from 2030.
ICE improvement: Further 35% improvement through turbo/direct fuel                    Battery materials: Raw material prices to remain at current levels.
injection/multi-transmission.                                                         ICE improvement: Further 20% improvement through turbo/direct fuel
Gas price/electricity price: Expect to stay at current price levels. No               injection/multi-transmission.
incremental tax on electricity expected.                                              Gas price/electricity price: Expect to stay at current price levels. No
Govt support: Factoring in announced subsidies till 2020-2025. No further             incremental tax on electricity expected.
government support from 2025 onward.                                                  Govt support: Factoring in announced subsidies till 2020-2025. Assuming
                                                                                      government support to continue in order to achieve mid-term EV target.

Source: Goldman Sachs Global Investment Research.

Goldman Sachs Global Investment Research                                                                                                                                5
September 6, 2017                                                                                            Electric Vehicle Boom

    Seven things that may surprise you…

1. We see a payback period of three years as the benchmark for consumers to take to EVs. With the boom in
hybrid sales, three years was the magic number, and if the payback period narrows to three years by 2025-30, we will
move from regulatory to consumer-led EV adoption. (p.12)

2. Subsidies supporting EV adoption should no longer be necessary by 2028. Over the medium term though, we
see a need for new tariffs to offset the decline in tax revenue from gasoline tax, etc. In Japan, gasoline tax contributes
3% of annual tax revenue or above ¥2 tn. (p.16)

3. EVs are not necessarily eco-friendly. On a tank-to-wheel basis, EVs undeniably are easy on the environment, but on
a well-to-wheel basis, CO2 emission volume varies greatly according to the energy mix. A shift to nuclear power and
renewable energy is likely critical to radically lowering CO2 emissions. (p.17)

4. Misconception to say EVs are simple to manufacture. EVs may have only two-thirds of the parts used in gasoline
vehicles, but the supply chain must still deliver some 18,000 components. Tesla is spending massive amounts in order
to achieve annual capacity of 300,000 vehicles, but the reality is that many new players exit the market before reaching
mass production. (p.25)

5. Payback period for ICEs is typically 10-15 years. We expect further technological breakthroughs in conventional
engines through 2040, but think competition will be limited to a select few makers, as achieving a payback period of 10-
15 years looks difficult amid the prevailing shift toward EVs. (p.11)

6. Raw material costs standing in the way of battery cost reductions. EV makers’ fervent wish is for battery costs to
fall. While some see mass production greatly lowering battery costs, prices of lithium, cobalt, and other key inputs
remain a significant hurdle. (p.34)

7. All-solid-state batteries nearing viability. Toyota is working with Japanese suppliers to debut EVs powered by all-
solid-state batteries in 2022, greatly aided by the discovery of solid electrolytes with better ion conductivity than liquid
electrolyte solution. (p.31)

Goldman Sachs Global Investment Research                                                                                        6
September 6, 2017                                                                                            Electric Vehicle Boom

Who benefits from EV adoption? Not necessarily the first movers

                                 First movers don’t always win: Timing is everything
                                 Auto makers aggressively moving to introduce EVs (VW, Renault-Nissan) may have a slight
                                 advantage until the pivot point in 2025-2030, before new entrants enter the market. We
                                 note the rise of emerging EV makers not burdened by legacy costs of existing engines and
                                 transmissions or concerns about the stability of their supplier base (Tesla, BYD, Geely).
                                 German premium auto makers (Daimler, BMW) can absorb EV-related costs via relatively
                                 higher ASP and lead the EV transition. In contrast, major Japanese and US auto makers
                                 will likely only introduce EVs on a trial basis until the turning point. Manufacturers that
                                 believe in tech innovation may only allocate enough resources for EVs to meet regulations,
                                 until the right technology comes along. We see the precise timing of large investment as
                                 the most important factor and a fast-follower strategy more appropriate in the shift to EVs.

                                 Beyond autos: Parts makers to face headwinds
                                 We see particular risks for auto parts suppliers heavily dependent on ICE components and
                                 opportunities for companies exposed to battery demand. Wider impact include primary
                                 power mix shift, need for more charging stations, and higher material prices e.g., lithium.

                                 Auto parts: EVs have no engine-related components which make up 23% of conventional
                                 gasoline-powered vehicles. Moreover, drive/transmission system parts account for 7% of
                                 components in EVs, but 19% in the latter. Engine and transmission-related parts makers,
                                 which generate high value-add as core suppliers for automobiles, are searching for
                                 opportunities to advance in electric motor- and battery-related components, but we expect
                                 their growth potential to be called into question as EVs become mainstream.
                                     Companies that could face these headwinds include Tenneco, Ibiden, NGK, NGK Spark,
                                      Hyundai Wia, Aisin Seiki, and Schaeffler.

                                 Batteries: The batteries market, which is critical for EVs and therefore a potential source of
                                 value-add, will likely expand rapidly through 2040. We forecast it to grow from a mere
                                 US$450 mn in 2015 to US$35 bn by 2025, and US$180 bn by 2040. Fierce competition is
                                 also currently under way to develop next-gen automotive batteries. While there are many
                                 options, we see much potential in Toyota’s all-solid-state battery in 2022. This battery is
                                 expected to significantly increase driving range (a shortcoming of existing EVs) and
                                 recharge within minutes, while also offering a safety advantage. If Toyota succeeds in
                                 mass-producing all-solid-state batteries, this is a potential game-changer for the industry.
                                     Companies that could benefit include LG Chemical and Samsung SDI.

                                 Battery Materials: Rapid expansion in lithium-ion battery demand will most likely exert a
                                 significant influence on battery input prices. Based on consumption per kWh (GSe) and
                                 current spot prices, we calculate a total cost of US$33 for the four key inputs (12% of the
                                 US$272 cost of a 1-kWh battery pack). If we use the highest prices over the past 10 years,
                                 the total cost rises to US$80. If the industry can get battery cost to below US$100 per kWh,
                                 input costs will need to be more stable, especially lithium, the key material used in LIBs –
                                 our global commodities team estimates a somewhat tight market at least till 2025.
                                     Companies that could benefit include Albemarle and FMC

                                 Energy: Our 2030 crude oil forecasts are based on our base case for EV sales volume,
                                 which sees EV ownership volume at 5% in 2030. However, EV ownership volume reaches
                                 10% in our hyper-adoption scenario. We calculate each 1% increase in volume weighting of
                                 EV ownership lowers crude oil demand by 246,000 bpd and by 0.3% overall. Our hyper-
                                 adoption scenario sees crude oil demand falling a further 1.5% – a major impact on crude
                                 oil from EV penetration. To illustrate, a 1% deceleration in global GDP has a roughly 0.8%
                                 negative impact on crude oil.

Goldman Sachs Global Investment Research                                                                                        7
September 6, 2017                                                                                                                          Electric Vehicle Boom

Exhibit 3: Companies in the value chain
Stocks in focus (companies in the EV value chain in blue, companies in the existing ICE chain in red)

   Position in value                                            Mkt cap         Price          TP                          EV                Business
                               Company              Ticker                                                Rating
         chain                                                  (mn $)         (local)       (local)                    exposure            description

                                  Tesla              TSLA        59,312        $355.40      $200.00         Sell                              EV/Battery

                                  BYD               1211.HK      5,519        HK$47.20      HK$45.05       Neutral                            EV/Battery

                                  Geely             0175.HK      21,916       HK$19.16      HK$21.13        Buy*                                 EV

                                 Toyota              7203.T     183,788       ¥6,169        ¥6,200         Neutral                            EV/Battery

                                 Daimler           DAIGn.DE      78,968        €61.97        €80.00        Neutral                            EV/Battery

         OEMs                      VW              VOWG_p.DE     46,242       €131.56       €200.00         Buy*                              EV/Battery

                                   GM                 GM         54,441        $37.36        $32.00        Neutral                               EV

                                  Ford                 F         44,275        $11.35        $10.00        Neutral                               EV

                                 Nissan              7201.T      42,082       ¥1,092        ¥1,100         Neutral                               EV

                                 Honda               7267.T      50,444       ¥3,050        ¥3,800          Buy                                  EV

                                  BMW              BMWG.DE       56,991        €79.48        €84.00        Neutral                               EV

                                LG Chem            051910.KS     23,054      ₩370,000      ₩435,000         Buy*                               Battery

      Battery Cell            Samsung SDI          006400.KS     11,714      ₩193,000      ₩188,000        Neutral                             Battery

                                Panasonic            6752.T      32,196       ¥1,438        ¥1,400         Neutral                             Battery

                          Sumitomo Metal Mining      5713.T      9,946        ¥1,873          n.a.          NC                                 Cathode

                          Mitsui Mining&Smelting     5706.T      2,982         ¥570           n.a.          NC                         Cathode/Solid electrolyte

                                 Umicore            UMI.BR       8,406         €63.01         n.a.          NC                                 Cathode

                             Hitachi Chemical        4217.T      5,610        ¥2,949          n.a.          NC                                  Anode

                           Mitsubishi Chemical       4188.T      14,042       ¥1,021          n.a.          NC                             Anode/Electrolyte

                             Nippon Carbon           5302.T       436         ¥4,040        ¥2,400          Sell                                Anode
 Battery Components
                              Ube Industries         4208.T      3,016         ¥311           n.a.          NC                           Electrolyte/Separator

                              Central Glass          4044.T       922          ¥470           n.a.          NC                                Electrolyte

                             Mitsui Chemical         4183.T      6,020         ¥645           n.a.          NC                                Electrolyte

                               Asahi Kasei           3407.T      16,597       ¥1,296          n.a.          NC                              Wet separator

                                  Toray              3402.T      15,328       ¥1,029         ¥950          Neutral                          Wet separator

                                W-scope              6619.T       641         ¥2,253          n.a.          NC                              Wet separator

                                Albemarle             ALB        13,105        $118.63      $135.00         Buy*                                Lithium

   Battery materials              SQM              SQM_pb.SN     5,951       CLP26,000        n.a.          NC                                  Lithium

                                  FMC                 FMC        11,724        $87.41         n.a.          NR                                  Lithium

   Position in value                                            Mkt cap         Price          TP                         ICE                Business
                               Company              Ticker                                                Rating
         chain                                                  (mn $)         (local)       (local)                    exposure            description

                                  Aisin              7259.T      14,851       ¥5,520        ¥5,800         Neutral                           Transmission

                                  Ibiden             4062.T      2,291        ¥1,781        ¥1,390          Sell                                 DPF

                             NGK Insulators          5333.T      6,146        ¥2,055        ¥2,440         Neutral                               DPF

                             NGK Spark Plug          5334.T      4,133        ¥2,130        ¥2,550         Neutral                            Spark plug

                              Hyundai Wia          011210.KS     1,683        ₩70,100       ₩58,000        Neutral                              Engine

                                Tenneco               TEN        3,002         $56.42        $68.00         Buy                                  DPF

                                Schaeffler         SHA_p.DE      2,343         €11.85        €15.50         Buy                              Transmission

                                                                                         5% or less         5% to 20%         20% to 50%            50% or more

Note: * on regional Conviction List. NC = Not Covered, NR = Not Rated.
All target prices are based on a 12-month timeframe except for Tesla and Tenneco, which has 6-month target prices. Prices are based on September 4, 2017 close;
Sept 1 for US stocks.

Source: Datastream, Bloomberg, Goldman Sachs Global Investment Research, Gao Hua Securities Research.

Goldman Sachs Global Investment Research                                                                                                                           8
September 6, 2017                                                                                                            Electric Vehicle Boom

Driving EV adoption: The road ahead from regulators to consumers

                                         Powertrain mix to undergo significant change by 2040
                                         We have previously forecast EV sales will reach 4 mn units (4% of global auto sales) in
                                         2025. Our base case is unchanged but in light of recent developments, we introduce
                                         forecasts out to 2040. Specifically, we forecast EV sales to rise to 10 mn units in 2030 (8% of
                                         global auto sales), 24 mn units in 2035 (19%), and 44mn units in 2040 (32%). Based on our
                                         EV cost analysis and various government policies, we think EV sales will reach critical
                                         momentum after 2025. The powertrain mix looks set to transform radically from the
                                         gasoline and diesel engine era that has lasted more than a century.

                                         Tighter environmental regulations appear inevitable
                                         We expect auto-related environmental regulations to have a significant bearing on the
                                         powertrain mix in the near term. We believe they will be the main determinant of EV
                                         market penetration speed at least until around 2025. Japan, US, Europe, and China require
                                         automakers to cut CO2 emissions by 30%-40% compared with 2015 levels by 2025.
                                         Automakers will be unable to meet these standards purely by improving the efficiency of
                                         gasoline and diesel engines. Clear targets through to 2040 have not yet been announced,
                                         although it is hard to imagine that governments will relax regulations (with the possible
                                         exception of the US, where the media such as Bloomberg, 26 July, 2017 has reported that
                                         the Trump administration is considering relaxing targets). Our long-term forecasts assume
                                         strict standards, with CO2 emissions to be lowered by more than 50% between 2025 and
                                         2040.

Exhibit 4: EV penetration approaching a turning point                       Exhibit 5: Environmental regulations will only become
Global powertrain mix (as a % of global sales)                              stricter
                                                                            CO2 emission / km drive (g)

  100%
                                               8%
   90%                                                                       160
                                                                 32%
   80%                                                                       140
   70%
                                                                             120
   60%
                                                                             100
   50%
                                                                              80
   40%                                                                                        USA
   30%                                                                        60
                                                                                              Japan
   20%                                                                        40
                                                                                              China
   10%                                                                        20
                                                                                              EU
    0%
                                                                               0
         2017E
         2018E
         2019E
         2020E
         2021E
         2022E
         2023E
         2024E
         2025E
         2026E
         2027E
         2028E
         2029E
         2030E
         2031E
         2032E
         2033E
         2034E
         2035E
         2036E
         2037E
         2038E
         2039E
         2040E
          2015
          2016

                                                                                    2015
                                                                                    2016
                                                                                   2017E
                                                                                   2018E
                                                                                   2019E
                                                                                   2020E
                                                                                   2021E
                                                                                   2022E
                                                                                   2023E
                                                                                   2024E
                                                                                   2025E
                                                                                   2026E
                                                                                   2027E
                                                                                   2028E
                                                                                   2029E
                                                                                   2030E
                                                                                   2031E
                                                                                   2032E
                                                                                   2033E
                                                                                   2034E
                                                                                   2035E
                                                                                   2036E
                                                                                   2037E
                                                                                   2038E
                                                                                   2039E
                                                                                   2040E

                        ICE and others   HEV   PHEV   EV

Source: IHS, Goldman Sachs Global Investment Research.                      Source: JAMA, Goldman Sachs Global Investment Research.

Goldman Sachs Global Investment Research                                                                                                        9
September 6, 2017                                                                                                        Electric Vehicle Boom

                                     China and Europe to lead EV market growth until 2025
                                     We forecast China and Western Europe will be the main drivers of EV market growth until
                                     2025 and account for 47% of global EV sales in 2025. We estimate EV sales in China will
                                     reach 1.9 mn units by 2025 (6% of China auto sales). As a result of new energy vehicle
                                     (NEV) regulations, number plate issuance restrictions, and other government-led
                                     stimulation measures, we expect the EV market in China to reach a turning point before
                                     EVs become a true mass-market product. In Western Europe, some automakers have
                                     announced plans to accelerate EV development programs as pressures to combat diesel
                                     emission problems intensify. France and the UK have announced deadlines for phasing out
                                     new gasoline and diesel engine vehicle sales. We estimate EV sales in Western Europe will
                                     reach 870,000 units by 2025 (6% of Western Europe auto sales).

                                     EVs to be valued on their own merit from 2025
                                     We expect EV sales in other regions besides China and Western Europe to gain real
                                     momentum from 2025. By 2040, we estimate the EV sales weighting will hit 45% in the US,
                                     35% in Japan, 40% in China, 50% in Western Europe, and 38% in India, resulting in a global
                                     EV sales weighting of 32%. In other words, we expect EV sales will account for around half
                                     of sales in the world’s major auto markets.

Exhibit 6: China/Western Europe to lead EV market                      Exhibit 7: EV sales could account for around half of sales
growth until 2025                                                      in major auto markets by 2040
EV sales of main countries (‘000 units)                                EV adoption of main countries

                                                                        60%
 50,000                                                                             US
 45,000       Others                                                    50%         Japan
 40,000       India                                                                 China
                                                                        40%
 35,000
              W.Europe                                                              W.Europe
 30,000                                                                 30%
              China                                                                 India
 25,000
 20,000       Japan                                                     20%         Others

 15,000       US                                                                    Total
                                                                        10%
 10,000
  5,000                                                                  0%
                                                                               2015
                                                                               2016
                                                                              2017E
                                                                              2018E
                                                                              2019E
                                                                              2020E
                                                                              2021E
                                                                              2022E
                                                                              2023E
                                                                              2024E
                                                                              2025E
                                                                              2026E
                                                                              2027E
                                                                              2028E
                                                                              2029E
                                                                              2030E
                                                                              2031E
                                                                              2032E
                                                                              2033E
                                                                              2034E
                                                                              2035E
                                                                              2036E
                                                                              2037E
                                                                              2038E
                                                                              2039E
                                                                              2040E
     0
          2017E
          2018E
          2019E
          2020E
          2021E
          2022E
          2023E
          2024E
          2025E
          2026E
          2027E
          2028E
          2029E
          2030E
          2031E
          2032E
          2033E
          2034E
          2035E
          2036E
          2037E
          2038E
          2039E
          2040E
           2015
           2016

Source: IHS, Goldman Sachs Global Investment Research.                 Source: IHS, Goldman Sachs Global Investment Research.

                                     Internal combustion engines to play a major role through to 2030
                                     Government regulations in major auto markets require automakers to cut CO2 emissions to
                                     78 g/km (average value; includes some GS estimates) by 2030, from 144 g/km in 2015. We
                                     forecast improvements in engine thermal efficiency will lower CO2 emissions by 29 g/km
                                     and be the largest contributing factor: we expect multi-speed transmissions to reduce
                                     emissions by 9 g/km, vehicle lightweighting to reduce emissions by 5 g/km, and vehicle
                                     electrification to reduce emissions by 23 g/km. That is, we believe the internal combustion
                                     engine (ICE) will remain a prominent feature of the auto landscape until 2030. How much
                                     can auto engine efficiency be improved? We see fierce competition to lift thermal efficiency
                                     to 50%, versus the current level of 40%, is widening (each 1 pp increase in thermal
                                     efficiency improves fuel economy by 2%-3%).

Goldman Sachs Global Investment Research                                                                                                   10
September 6, 2017                                                                                              Electric Vehicle Boom

                                 Conventional engine limits to accelerate EV shift
                                 There is still scope to improve the performance of powertrains, centering on conventional
                                 internal combustion engines. However, depending on battery costs and government
                                 subsidies, improvements may not be enough to secure superior cost competitiveness vis-
                                 à-vis EVs. We believe EV penetration is likely to accelerate rapidly if achieving a 10pp
                                 improvement in engine thermal efficiency proves illusive or costs more than expected. The
                                 payback period for a conventional engine/transmission is typically 10-15 years. From this
                                 perspective, we believe the deadline for a major investment in conventional powertrains is
                                 drawing near.

                                 Exhibit 8: CO2 reduction solutions
                                 How to achieve CO2 regulations by 2030 (g per km)

                                   160      144          29
                                   140                               9
                                   120                                           5          101   23
                                   100
                                                                                                        78
                                    80
                                    60
                                    40
                                    20
                                     0

                                 Source: JAMA, ACEA, Goldman Sachs Global Investment Research.

                                 EV costs are an issue
                                 Renault-Nissan President Carlos Ghosn said in 2009 that he expected EVs to account for
                                 10% of global auto sales by 2020 and Renault-Nissan’s EV sales to reach 500,000 units. By
                                 2015, the global EV sales weighting was still less than 1% and Renault-Nissan’s EV sales
                                 were just 70,000 units. Why didn’t the EV strategies of that time resonate with consumers?
                                 We believe high prices were the major stumbling block. Driving ranges, battery charging
                                 infrastructure, and charging times were also factors. While it is unlikely all these issues will
                                 be satisfactorily resolved by 2025, advances in battery technology and government
                                 subsidies could eliminate low driving ranges and high prices as hurdles to market
                                 penetration.

Goldman Sachs Global Investment Research                                                                                         11
September 6, 2017                                                                                                                                             Electric Vehicle Boom

Exhibit 9: Main reasons consumers think twice about                                         Exhibit 10: Consumers will need pay more for an EV with
buying an EV                                                                                high-capacity battery for a comfortable driving range
Impediments to buying an EV (2016 survey)                                                   Range / battery capacity

                                                                                             (Range, mile)
                   Not attractive                                                           400

                                                                                            350
Worse automobile performance
                                                                                                                                                                             ModelS
                                                                                            300                                                               Model3

                                                                                            250
Spending long time for charging                                                                                                                               Bolt EV
                                                                                            200
                                                                                                                      Zoe          Leaf
         Few EV charging station                                                            150              Fit EV     i3
                                                                                                                      e-up!     B-class E
                                                                                            100        i-MiEV
                                                                                                                               Soul
No EV charging facility at home                                                                                                                            y = 2.6965x + 64.308
                                                                                             50                Spark EV                                          R² = 0.848

                                                                                              0
          Short running distance
                                                                                                  0    10        20           30          40   50        60       70       80       90

                                                                                                                        (Battery capacity, kWh)
                      Expensive

                                    0%   10%   20%   30%         40%      50%         60%

Source: METI.                                                                               Source: Company data.

                                               Challenging EV payback period of three years
                                               Lowering the battery cost, the largest component of the EV cost structure, is essential to
                                               shortening the payback period to three years (see our Prius case study on page 12). As of
                                               2015, the average battery unit cost (pack basis) was US$272/kWh. We believe the prospect
                                               of a US$95/kWh unit cost by 2030 is realistic. Assuming no major change in electricity
                                               prices due to tax system changes in various countries, we expect EV demand to take off
                                               over 2025-2030 (gasoline tax in Japan contributes 3% of annual tax revenue or above ¥2tn).
                                               However, we note most bullish battery makers aim to achieve a unit cost of US$85/kWh
                                               before 2025. If they succeed, the EV market could reach a turning point even before 2025.

Exhibit 11: Cost gap with internal combustion engines                                       Exhibit 12: Turning point likely in 2025-2030
likely to close rapidly                                                                     Scenario analysis of payback period (year)
Internal combustion engine/EV unit cost comparison (USD)

18,000                                                                                        14.0
                                                      Most aggressive battery costs                                                                 Most aggressive battery costs
16,000
                                                                                              12.0
                                                      Current GS view                                                                               Current GS view
14,000
                                                                                              10.0
                                                      ICE cost
12,000                                                                                                                                              Prius breakthourgh
                                                                                               8.0
10,000

 8,000                                                                                         6.0

 6,000                                                                                         4.0
 4,000
                                                                                               2.0
 2,000
                                                                                               0.0
     0

Source: IHS, Goldman Sachs Global Investment Research.                                      Source: Avicenne, Goldman Sachs Global Investment Research.

Goldman Sachs Global Investment Research                                                                                                                                              12
September 6, 2017                                                                                                                         Electric Vehicle Boom

    Payback period of three years a breakthrough for Toyota hybrids

We see a payback period of around three years as a benchmark for a new powertrain to be widely accepted by
consumers. The Toyota Prius became profitable 10 years after its launch in 1997, and after 20 years on the market it had
an operating margin that was higher than Toyota’s consolidated operating margin of 8%. We estimate the payback
period (the number of years required for gasoline expense savings to cover the hybrid cost) was much longer than 10
years for the first Prius and also the second-generation model, which was released in 2003. By the third-generation
Prius, which was rolled out in 2009, Toyota had succeeded in shortening the payback period to three years thanks to
steady COGS reductions and volume effects (an increase in gasoline prices also contributed). The boom in hybrid sales
is still fresh in our minds (the drop in sales in 2011 was attributable to the major earthquake in Japan and only
temporary).

We estimate a gasoline engine powertrain for a mid-size vehicle currently costs around US$5,000-6,000. Hybrid
powertrains also require a battery (lithium-ion battery with capacity around 1 kWh), a motor, and an inverter, and we
estimate this increases the powertrain cost by US$2,000. Assuming an annual gasoline expense saving of around
US$1,000 (20%-30%), it should not be difficult for a consumer to recover the cost for hybrid vehicles. However, as of
2015, we estimate the cost of an EV powertrain unit was US$16,000. The battery is the most expensive component, with
the motor and inverter each costing around US$1,000-1,500.

Exhibit 13: Payback period of three years a turning point                         Exhibit 14: We expect a mass-market cost to be realized
for hybrids                                                                       in 2025-2030
Payback period (Toyota HEV)                                                       Powertrain unit cost comparison (USD)

                                                                                  16,000
  1,400                                                                      12
                              Global HEV sales(units, LHS)                                      Battery
                                                                                  14,000
                              Payback period(yers, RHS)                                         Motor/Invertor
  1,200
                                                                             10   12,000        Hybrid ICE
                              Gasoine price/G ($, RHS)
                                                                                                ICE
  1,000                                                                           10,000
                                                                             8
                                                                                                                               13,000
                                                                                   8,000
   800
                                                                                   6,000
                                                                             6
   600                                                                             4,000
                                                                                                                                                    5,000
                                                                             4     2,000
   400
                                                                                      0
                                                                             2               Gasoline            Hybrid            EV                  EV
   200
                                                                                                                          (2015, 272 US/kWh)   (2030, 95 US/kWh)

     0                                                                       0
          2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015

Source: Company data.                                                             Source: Avicenne, Goldman Sachs Global Investment Research.

Goldman Sachs Global Investment Research                                                                                                                           13
September 6, 2017                                                                                                                           Electric Vehicle Boom

Shift to hyper-adoption mode: Potential tailwinds

                                     “Hot summer” in 2017: Three new EV models provide litmus test
                                     The first EV boom was in the late 2000s before fizzling out. Nissan’s Leaf was the first of
                                     several EVs launched by major automakers, but sales volumes were low. 2017 is seeing a
                                     second boom for EVs, with the launch of many major models. In the US, General Motors
                                     has launched Bolt, which features a new lithium-ion battery from LG Chem, and Tesla has
                                     launched its first car for the mass market, the Model 3, fitted with Panasonic’s 2170 battery.
                                     Nissan is due to bring its second-generation Leaf to market in September, setting the scene
                                     for a robust line-up of EVs. We think sales of these three models will be a litmus test to
                                     determine whether the current boom will fizzle out as the last one did (our base case), or
                                     whether it marks the start of a full-fledged surge in demand for EVs.

                                     Exhibit 15: 2017 EV launches could mark the start of a boom
                                     Comparison of business environment for EVs in 2009 and 2017

                                                                           2009                                             2017

                                                         Energy density: 100-150                          Energy density: 200-250
                                     Battery             kWh cost: 700-800 USD                            kWh cost: 200 USD
                                                         Type: LFO, LMO, NCA(18650)                       Type: NCM (high-nickel), NCA(2170)

                                                                                                          JP: 100 USD subsidy per kWh battery
                                                         JP: around 10,000 USD / vehicle subsidy          US: 7500 USD / vehicle federal subsidy
                                     Gov. support        US: 7500 USD / vehicle federal subsidy           and ZEV regulation
                                                         China: No vehicle subsidy                        China: Gov. subsidy, free license plate
                                                                                                          and NEV regulation

                                                         2008 Tesla Roadstar                              2017 GM Bolt
                                     New models          2009 MMC iMiEV                                   2017 Tesla Model3
                                                         2010 Nissan Leaf                                 2017 Nissan Leaf FMC

                                     Source: Company data, Goldman Sachs Global Investment Research.

Exhibit 16: The three 2017 EV models need to be successful for this boom not to fizzle out
Monthly sales outlook for key EV models (Nissan Leaf, GM Bolt, and Tesla Model3 respectively)

   (units)                                 IHS        (units)                                      IHS        (units)
                                                                                                                                                      GSE
                                           estimate                                                estimate
   14,000                                             14,000                                                  14,000
   12,000                                             12,000                                                  12,000
   10,000                                             10,000                                                  10,000
    8,000                                              8,000                                                   8,000
    6,000                                              6,000                                                   6,000
    4,000                                              4,000                                                   4,000
    2,000                                              2,000                                                   2,000

        0                                                 0                                                        0
             2010-01
             2010-06
             2010-11
             2011-04
             2011-09
             2012-02
             2012-07
             2012-12
             2013-05
             2013-10
             2014-03
             2014-08
             2015-01
             2015-06
             2015-11
             2016-04
             2016-09
             2017-02
             2017-07
             2017-12
             2018-05
             2018-10

                                                                                                                        2010-01
                                                                                                                        2010-06
                                                                                                                        2010-11
                                                                                                                        2011-04
                                                                                                                        2011-09
                                                                                                                        2012-02
                                                                                                                        2012-07
                                                                                                                        2012-12
                                                                                                                        2013-05
                                                                                                                        2013-10
                                                                                                                        2014-03
                                                                                                                        2014-08
                                                                                                                        2015-01
                                                                                                                        2015-06
                                                                                                                        2015-11
                                                                                                                        2016-04
                                                                                                                        2016-09
                                                                                                                        2017-02
                                                                                                                        2017-07
                                                                                                                        2017-12
                                                                                                                        2018-05
                                                                                                                        2018-10
                                                               2010-01
                                                               2010-06
                                                               2010-11
                                                               2011-04
                                                               2011-09
                                                               2012-02
                                                               2012-07
                                                               2012-12
                                                               2013-05
                                                               2013-10
                                                               2014-03
                                                               2014-08
                                                               2015-01
                                                               2015-06
                                                               2015-11
                                                               2016-04
                                                               2016-09
                                                               2017-02
                                                               2017-07
                                                               2017-12
                                                               2018-05
                                                               2018-10

Source: IHS, Company data, Goldman Sachs Global Investment Research.

Goldman Sachs Global Investment Research                                                                                                                      14
September 6, 2017                                                                                                                Electric Vehicle Boom

                                            Turning point for EVs could be as early as 2020
                                            In our scenario of accelerated EV uptake, we expect marked expansion from 2020-2025,
                                            with EVs accounting for 17% of global auto sales (20 mn vehicles) in 2030, and 51% (71 mn
                                            vehicles) in 2040. This is a 19pp difference from our base case for the EV sales weighting in
                                            2040, and would inevitably mean a sharp decline for conventional gasoline and diesel
                                            vehicles. We think a detailed response from OEMs such as prudent R&D and capex
                                            expense on ICE will be required in response to a decrease in demand for internal
                                            combustion engines.

Exhibit 17: In our accelerated EV uptake scenario, EVs                         Exhibit 18: Gasoline and diesel vehicles could see a sharp
account for 51% of global auto sales in 2040                                   decline
Scenario analysis of EV ratio                                                  Scenario analysis of ICE ratio

                                                                                 100%
 60%
                                                                                  90%
                 Base
 50%                                                                 51%          80%
                 Hyper-adoption
                                                                                  70%
 40%
                                                                                  60%
                                                                                                                                                  45%
 30%
                                                                     32%          50%

                                                 17%                              40%

 20%                                                                              30%
                                                                                             Base
                                   6%                                             20%
                                                                                             Hyper‐adoption                                       29%
 10%
                                       4%          8%                             10%
                                                                                   0%
  0%
                                                                                        2017E
                                                                                        2018E
                                                                                        2019E
                                                                                        2020E
                                                                                        2021E
                                                                                        2022E
                                                                                        2023E
                                                                                        2024E
                                                                                        2025E
                                                                                        2026E
                                                                                        2027E
                                                                                        2028E
                                                                                        2029E
                                                                                        2030E
                                                                                        2031E
                                                                                        2032E
                                                                                        2033E
                                                                                        2034E
                                                                                        2035E
                                                                                        2036E
                                                                                        2037E
                                                                                        2038E
                                                                                        2039E
                                                                                        2040E
                                                                                         2015
                                                                                         2016
       2017E
       2018E
       2019E
       2020E
       2021E
       2022E
       2023E
       2024E
       2025E
       2026E
       2027E
       2028E
       2029E
       2030E
       2031E
       2032E
       2033E
       2034E
       2035E
       2036E
       2037E
       2038E
       2039E
       2040E
        2015
        2016

Source: IHS, Goldman Sachs Global Investment Research.                         Source: IHS, Goldman Sachs Global Investment Research.

Exhibit 19: In our accelerated EV uptake scenario, EV                          Exhibit 20: Our accelerated EV uptake scenario sees
sales would top 71 mn units in 2040                                            hypergrowth for EVs in 2020-2025
Scenario analysis of EV sales (‘000 units)                                     Scenario analysis of EV growth rate

  80,000                                                                        70%
  70,000
                                                                                                                                Base
                                                                                60%
  60,000       Base   Hyper-adoption
                                                                                                                                Hyper-adoption
                                                                                50%
  50,000

  40,000                                                                        40%

  30,000                                                                        30%
  20,000
                                                                                20%
  10,000

       0
                                                                                10%
            2015
            2016
           2017E
           2018E
           2019E
           2020E
           2021E
           2022E
           2023E
           2024E
           2025E
           2026E
           2027E
           2028E
           2029E
           2030E
           2031E
           2032E
           2033E
           2034E
           2035E
           2036E
           2037E
           2038E
           2039E
           2040E

                                                                                 0%
                                                                                        2017E
                                                                                        2018E
                                                                                        2019E
                                                                                        2020E
                                                                                        2021E
                                                                                        2022E
                                                                                        2023E
                                                                                        2024E
                                                                                        2025E
                                                                                        2026E
                                                                                        2027E
                                                                                        2028E
                                                                                        2029E
                                                                                        2030E
                                                                                        2031E
                                                                                        2032E
                                                                                        2033E
                                                                                        2034E
                                                                                        2035E
                                                                                        2036E
                                                                                        2037E
                                                                                        2038E
                                                                                        2039E
                                                                                        2040E
                                                                                         2016

Source: IHS, Goldman Sachs Global Investment Research.                         Source: IHS, Goldman Sachs Global Investment Research.

Goldman Sachs Global Investment Research                                                                                                           15
September 6, 2017                                                                                                            Electric Vehicle Boom

                                     Hyper-adoption condition (1): Carrot and stick

                                     Government policy particularly important in emerging markets
                                     Under our accelerated EV uptake scenario, there will be a wide gap between EV penetration
                                     in China and India in 2030. In China, we forecast EV sales volume of 4.7 mn units under our
                                     base case and 7.4 mn units under our rapid penetration scenario. For India, our forecasts
                                     are 830,000 units and 3.1mn units, respectively. Government measures to promote EVs are
                                     a key factor in our rapid penetration scenario. NEV regulations and number plate issuance
                                     restrictions in regional cities are the typical “stick” measures the government uses. We
                                     believe India is also likely to introduce “carrot” and “stick” measures to achieve its
                                     ambitious EV sales ratio target for 2032.

Exhibit 21: China will be the main driver of the shift to               Exhibit 22: China and India are market wild cards for 2030
EVs                                                                     forecasts
Regional EV ratio vs total sales forecasts (Hyper-adoption)             EV sales forecasts (Hyper-adoption, ‘000 units)

                                                                         25,000
 80%
               US
 70%
               Japan                                                     20,000
 60%
               China
                                                                                                                                          Others
 50%                                                                     15,000                                      3,090
               W.Europe
                                                                                                                                          India
 40%           India                                                                                                                      W.Europe
                                                                         10,000
 30%           Others                                                                                                                     China
                                                                                           824
               Total                                                                                                 7,419                Japan
 20%
                                                                          5,000                                                           US
 10%                                                                                      4,726

  0%                                                                         0
       2017E
       2018E
       2019E
       2020E
       2021E
       2022E
       2023E
       2024E
       2025E
       2026E
       2027E
       2028E
       2029E
       2030E
       2031E
       2032E
       2033E
       2034E
       2035E
       2036E
       2037E
       2038E
       2039E
       2040E
        2015
        2016

                                                                                           Base                  Hyper‐adoption
                                                                                                        2030

Source: IHS, Goldman Sachs Global Investment Research.                  Source: IHS, Goldman Sachs Global Investment Research.

                                     Three-year payback may be a reality soon with government support
                                     We think measures to promote EVs are likely to become even more popular among
                                     governments seeking to protect the environment through a shift to EVs, to reverse energy
                                     policy, or to establish as a major goal the nurturing of the country’s auto industry. For
                                     instance, China has established limits on the issuance of number plates in major cities, and
                                     buyers effectively receive a credit on the purchase of NEVs of around US$10,000 (even
                                     factoring in current battery costs, the payback period is already less than three years). We
                                     estimate that governments would have needed to provide US$8,452 in subsidies in 2015 to
                                     achieve a payback period of three years, but forecast that this will shrink to US$3,481 in
                                     2020, and to US$653 in 2025. Consequently, we believe automakers will no longer need to
                                     calculate earnings outlook based solely on government subsidies when formulating their
                                     medium-term business plans. Of course, government support remains fluid in many
                                     respects due to the possibility of a change in administration, or in the terms and conditions
                                     of trade. For this reason, our base case does not factor in government EV support policies
                                     from 2025 onward.

Goldman Sachs Global Investment Research                                                                                                           16
September 6, 2017                                                                                                                                      Electric Vehicle Boom

                                                Exhibit 23: Payback period likely to shrink significantly, depending on government policy
                                                Estimation of government subsidies needed to enable a three-year payback period (USD)

                                                     10,000
                                                                 8,452
                                                      8,000
                                                                                                                   Payback period three years
                                                      6,000

                                                      4,000                                       3,481

                                                      2,000                                                                  653
                                                           0

                                                     ‐2,000

                                                Source: Goldman Sachs Global Investment Research.

                                                EV promotion measures likely to depend on the energy mix
                                                It is important to keep in mind that EVs are not necessarily CO2 free. EV promotion
                                                measures adopted by governments will be affected by their energy mix policies. Based on
                                                the well-to-wheel scale—a life-cycle assessment method used to measure total CO2
                                                emission volume from fuel production to vehicle operation— gasoline engines emit 140
                                                g/km versus 80 g/km for PHEVs and 70 g/km for EVs (GSe based on Japanese energy mix
                                                assumptions). In France, where plans to ban gasoline and diesel engine vehicle sales by
                                                2040 have been announced, the well-to-wheel CO2 emission volume for EVs is less than 50
                                                g. This reflects France’s use of nuclear power and renewable energy, which have low CO2
                                                emissions. In China and India, however, coal-fired power generation is still mainstream and
                                                not conducive to EV promotion from the perspective of CO2 emissions. EV promotion
                                                measures must be considered together with energy mix changes as part of a larger policy
                                                framework.

Exhibit 24: Well-to-wheel analysis cannot be overlooked                                              Exhibit 25: Energy mix differs by country
CO2 emissions by powertrain (g/km, 2016)                                                             Energy mix by country, 2016

                                                                                                      100%

                                                                                                          90%
                                                                 Nuclear: 5‐10g/km
                EV                    67.4           0           Natural gas: 80‐90g/km                   80%
                                                                 Coal: 130‐140g/km                        70%
                                                                                                                                                                Biofuels & waste
                                                                                                          60%
                                                                                                                                                                Hydro
                                                                                                          50%
                                                                                                                                                                Coal
             PHEV            40.1             36.7
                                                                       Well to Tank                       40%
                                                                                                                                                                Gas
                                                                       Tank to Wheel                      30%                                                   Oil
                                                                                                          20%                                                   Nuclear
                                                                                                          10%
   Gasoline Vehicle       21.1                           122.1
                                                                                                          0%

                      0          20      40    60        80      100      120         140   160

Source: NEDO.                                                                                        Source: IEA, Goldman Sachs Global Investment Research.

Goldman Sachs Global Investment Research                                                                                                                                     17
September 6, 2017                                                                                                                                 Electric Vehicle Boom

                                      Wild card (1): China’s NEV regulations
                                      The Chinese government has announced that it will gradually introduce NEV credit targets
                                      for automakers from 2018. Production suspension orders and other severe penalties will be
                                      imposed if automakers do not meet these targets. As regulations currently stand,
                                      automakers will need to increase their NEV sales volume ratio to around 4% by 2020 and
                                      around 10% by 2025. Using a simple calculation, we estimate the Chinese NEV market will
                                      expand to 1.7 mn units in 2020 and 3.0 mn units in 2025. Factors like energy policy
                                      (reducing dependence on foreign oil) and worsening air pollution could result in the
                                      government introducing even more or stricter NEV regulations. While the government has
                                      not announced NEV targets for 2030, our accelerated EV uptake scenario assumes an EV
                                      sales weighting of 23% and a total NEV sales weighting of 29%. These are higher than our
                                      current 2030 forecasts of 15% and 21%, respectively.

                                      Hybrids are not counted as NEVs; China prioritizing EVs
                                      China’s definition of NEVs covers PHEVs, EVs, and FCVs but does not include hybrids.
                                      Automakers receive 2 credit points for all PHEVs, 2-5 credit points for EVs depending on
                                      their driving range, and 4-5 credit points for FCVs depending on their driving range. By
                                      2018, automakers must obtain NEV credits for 8% of their vehicle sales. If achieved purely
                                      through PHEVs (2 credit points), NEVs would have to account for around 4% of sales
                                      volume. The details and timing of NEV regulations have changed over time because of
                                      issues relating to consistency with Corporate Average Fuel Economy (CAFE) and other
                                      emission regulations. Fluid government policy has formed the backdrop to extremely large
                                      fluctuations in NEV monthly sales volume.

                                      Global companies responding to NEV regulations
                                      Global automakers are accelerating development programs to obtain NEV credits from
                                      2018. VW, Ford, and Renault-Nissan have already established an EV-focused joint venture
                                      in China and indicated it intends to strengthen local EV production. Among Japanese
                                      automakers, Honda plans to introduce an EV designed for the Chinese market in 2018 and
                                      Nissan has indicated it will accelerate the introduction of EVs under the Nissan and Venucia
                                      badges. Toyota will continue to center its development on PHEVs in the near term,
                                      although it established an EV planning office in 2016 and is also accelerating EV
                                      development. Among the US players, GM has introduced an EV under its Buick nameplate,
                                      and one with JV partner SAIC this year.
Exhibit 26: NEV regulations a high hurdle                                  Exhibit 27: Monthly sales fluctuations extremely large
Estimated eco-car volumes for meeting NEV rules (mn)                       NEV monthly sales

                                                                             100,000                                                                                  12
35%                                                                  3.5
                                                                              90,000                   NEV sales(units)
               NEV sales volume(mn units, RHS)                30%
                                                                                                       YOY(times)                                                     10
30%                                                                  3        80,000
               NEV credit(LHS)
                                                                              70,000
25%            Estimated sales volume(LHS)                           2.5                                                                                              8
                                                                              60,000

20%                                                                  2        50,000                                                                                  6

                                                                              40,000
15%                                                                  1.5
                                                                                                                                                                      4
                                                                              30,000
                                                   12%
10%                                          10%                  10%1        20,000
                                   8%                                                                                                                                 2

 5%                                                                  0.5      10,000
                                     4%    4%
                         3%    3%
                  2%                                                              -                                                                                   0
           1%                                                                      2010-01   2011-01    2012-01     2013-01   2014-01   2015-01   2016-01   2017-01
 0%        0%     0%     0%                                          0
       2015   2016   2017E 2018E 2019E 2020E                2025E

Source: China government, CAAM, Goldman Sachs Global Investment            Source: Company data, China Auto Market.
Research.

Goldman Sachs Global Investment Research                                                                                                                                   18
September 6, 2017                                                                                                           Electric Vehicle Boom

Exhibit 28: We forecast EV will be the main driver of                     Exhibit 29: EV penetration could accelerate in 2020
electrification; hybrid development will not advance                      EV adoption scenario in China, % of sales
Powertrain mix in China, % of sales

 100%                                                                       70%
  90%                                                                                                                                         57%
                                                                            60%             EV (Base case)
  80%
                                                                                            EV (Hyper adoption)
  70%                                                                       50%
                 HEV
  60%            PHEV                                                       40%
  50%                                                                                                                                         40%
                 EV                                                         30%
  40%
                 ICE and others
  30%                                                                       20%

  20%                                                                       10%
  10%
                                                                             0%

                                                                                   2015
                                                                                   2016
                                                                                  2017E
                                                                                  2018E
                                                                                  2019E
                                                                                  2020E
                                                                                  2021E
                                                                                  2022E
                                                                                  2023E
                                                                                  2024E
                                                                                  2025E
                                                                                  2026E
                                                                                  2027E
                                                                                  2028E
                                                                                  2029E
                                                                                  2030E
                                                                                  2031E
                                                                                  2032E
                                                                                  2033E
                                                                                  2034E
                                                                                  2035E
                                                                                  2036E
                                                                                  2037E
                                                                                  2038E
                                                                                  2039E
                                                                                  2040E
   0%
        2017E
        2018E
        2019E
        2020E
        2021E
        2022E
        2023E
        2024E
        2025E
        2026E
        2027E
        2028E
        2029E
        2030E
        2031E
        2032E
        2033E
        2034E
        2035E
        2036E
        2037E
        2038E
        2039E
        2040E
         2015
         2016

Source: IHS, Goldman Sachs Global Investment Research.                    Source: IHS, Goldman Sachs Global Investment Research.

                                     Wild card (2): EV promotion measures in India
                                     In May 2017, the Indian government announced a “Transform Mobility” plan (and released
                                     a report called Transformative Mobility Solutions For All). While plan details could change
                                     depending on factors like electricity market conditions and air pollution levels, the
                                     government has set an extremely ambitious EV sales ratio target of 40% in 2032. We
                                     believe this target will be difficult to achieve; our base case forecasts an EV sales ratio of
                                     13% in 2032. However, if the government is able to learn from the examples of other
                                     countries and use incentives (EV purchase subsidies, support for charging station
                                     installation, etc.) and prohibitions (deadlines for phasing out conventional internal
                                     combustion engine sales, etc.) effectively, we believe it might be necessary to factor in
                                     nearly achieving this target as a rapid EV uptake scenario. India could possibly be
                                     recognized as the leading EV market after China.

Exhibit 30: EVs a likely driver of electrification in India               Exhibit 31: EV market to take off around 2030
Powertrain mix in India, % of sales                                       EV adoption scenario in India, % of sales

 100%                                                    HEV                70%
                                                                                                                                              60%
  90%
                                                         PHEV                               EV (Base case)
                                                                            60%
  80%
                                                         EV                                 EV (Hyper adoption)
  70%                                                                       50%
                                                         ICE and others
  60%
                                                                            40%
  50%
                                                                            30%
                                                                                                                                              38%
  40%

  30%                                                                       20%
  20%
                                                                            10%
  10%

   0%                                                                        0%
                                                                                  2017E
                                                                                  2018E
                                                                                  2019E
                                                                                  2020E
                                                                                  2021E
                                                                                  2022E
                                                                                  2023E
                                                                                  2024E
                                                                                  2025E
                                                                                  2026E
                                                                                  2027E
                                                                                  2028E
                                                                                  2029E
                                                                                  2030E
                                                                                  2031E
                                                                                  2032E
                                                                                  2033E
                                                                                  2034E
                                                                                  2035E
                                                                                  2036E
                                                                                  2037E
                                                                                  2038E
                                                                                  2039E
                                                                                  2040E
                                                                                   2015
                                                                                   2016
        2017E
        2018E
        2019E
        2020E
        2021E
        2022E
        2023E
        2024E
        2025E
        2026E
        2027E
        2028E
        2029E
        2030E
        2031E
        2032E
        2033E
        2034E
        2035E
        2036E
        2037E
        2038E
        2039E
        2040E
         2015
         2016

Source: IHS, Goldman Sachs Global Investment Research.                    Source: IHS, Goldman Sachs Global Investment Research.

Goldman Sachs Global Investment Research                                                                                                      19
September 6, 2017                                                                                                              Electric Vehicle Boom

                                        Aims of Transform Mobility in India
                                        The Indian auto industry currently has a zero EV sales ratio, and the Indian government has
                                        said that if it does not introduce new stimulus measure the EV sales ratio (cars) will
                                        probably only reach 1% in 2032. Motorization has only just started in India, and there are
                                        few incentives for consumers to purchase expensive EVs. However, the government
                                        believes that transformative environmental change (industrial structure transformation)
                                        could propel the EV sales ratio to 40% by 2032 (this includes a major change in motorcycle
                                        and bus powertrains). We see the potential for government policy to shift as EV-related
                                        technologies mature, with the timing depending on factors like battery cost reductions and
                                        post-lithium-ion battery development competition. Also, as motorization is only in a
                                        fledgling stage in India, consumer expectations of what a car should offer may differ to
                                        what current gasoline engine vehicles actually offer. It may be possible to cultivate an EV
                                        market out of a customer segment that does not expect driving range, charging time, and
                                        other specs to match levels that consumers in developed economies would take for
                                        granted.

                                        Exhibit 32: Plan points to industrial structure transformation
                                        Transform Mobility in India framework (current state, business as usual, transformative)

                                        Source: India government

Exhibit 33: Ambitious EV sales ratio target of 40% by                        Exhibit 34: Driving range expectations may be low
2032                                                                         Battery capacity per vehicle (kWh)
Powertrain mix

 100%                                                                         70
  90%                                    13%                                             DM

  80%                                            40%                          60         EM

  70%
                                                                              50
  60%
                                                           EV
  50%                                                                         40
  40%                                                      Strong HEV/PHEV
  30%                                                      HEV                30

  20%                                                      ICE                20
  10%
   0%                                                                         10
         2015   2020E   2025E   2030E   2032E   2032
                                                Gov.                           0
                                                                                   2017E
                                                                                   2018E
                                                                                   2019E
                                                                                   2020E
                                                                                   2021E
                                                                                   2022E
                                                                                   2023E
                                                                                   2024E
                                                                                   2025E
                                                                                   2026E
                                                                                   2027E
                                                                                   2028E
                                                                                   2029E
                                                                                   2030E
                                                                                   2031E
                                                                                   2032E
                                                                                   2033E
                                                                                   2034E
                                                                                   2035E
                                                                                   2036E
                                                                                   2037E
                                                                                   2038E
                                                                                   2039E
                                                                                   2040E
                                                                                    2015
                                                                                    2016

                                                plan

Source: IHS, India government, Goldman Sachs Global Investment Research.     Source: IHS, Goldman Sachs Global Investment Research.

Goldman Sachs Global Investment Research                                                                                                         20
September 6, 2017                                                                                                           Electric Vehicle Boom

                                     Hyper-adoption condition (2): Battery cost
                                     breakthrough

                                     Can cost be brought below US$100/kWh?
                                     Battery cost (per kWh, pack cost) is the biggest hurdle and we expect this cost to drop from
                                     US$272 in 2015 to US$110 in 2025 and US$95 in 2030. In order for general consumers to
                                     take to EVs, a breakthrough is necessary to bring the cost down to below the US$100 level
                                     as soon as possible (equivalent to US$6,000 for a 60 kWh battery). We think this unlikely,
                                     unless battery makers forgo profits to drop prices. However, early feasibility for all-solid-
                                     state and lithium-sulfur batteries as successors to lithium-ion batteries could support a
                                     battery cost breakthrough.

                                     Costs are also a focal point
                                     We estimate the following costs to reduce CO2 emissions by 1g/km: US$42 for vehicle
                                     lightweighting, US$42 for turbos, and US$59 for transmissions. As of 2015, EVs were a
                                     relatively expensive solution, costing US$124 to reduce CO2 emissions by 1g/km. By 2030,
                                     however, we forecast cheaper batteries will lower this cost to US$31 and EVs will be a
                                     more cost-effective option than hybrids. Under hyper-adoption scenario, we expect much
                                     faster pace of battery cost decline due to economy of scale and next generation battery, all-
                                     solid state batteries. We expect next generation batteries will further push down battery
                                     cost from 2030.

Exhibit 35: Searching for effective CO2 reduction                       Exhibit 36: All-solid state battery could lower battery cost
measures                                                                further
Additional cost to reduce CO2 by 1g/km                                  kWh cost analysis (USD)

                                                                         250

                                                                                                                      Base case
                                                                         200
                                                                                                                      Hyper‐adoption

                                                                         150

                                                                         100

                                                                          50

                                                                           0
                                                                                   2017E           2020E           2030E               2040E

Source: Goldman Sachs Global Investment Research.                       Source: Goldman Sachs Global Investment Research.

Goldman Sachs Global Investment Research                                                                                                       21
September 6, 2017                                                                                                          Electric Vehicle Boom

       Lessons from PC batteries; energy density is key

The cost of the 18650 cylindrical battery that is used in many PCs decreased by 70% between 1996 and 2011. We think
this was largely due to benefits stemming from mass production as PC shipments rapidly expanded from around 20 mn
units to 180 mn. With shipments of automotive lithium-ion batteries projected to leap to 631 GWh in 2030, from 17 GWh
in 2015, we fully expect to see scale benefits ensue. However, the cost of 18650 batteries has been decreasing at a
slower pace in recent years, and is currently increasing due to higher input prices. We think this demonstrates that
innovative cost reduction becomes difficult when energy density is peaking.

Exhibit 37: Cost decline of 18650 batteries for consumer                Exhibit 38: Cost limits for lithium-ion batteries
electronics had a limit                                                 Pack cost forecasts (USD/kWh)
kWh unit price outlook (Index)

 100                                                                     300
                                                                                                                                      Pack cost
  90                                            LiB 16GWH to 565GWh
  80                                            in 15 years              250                                                          Cathode

  70                                                                                                                                  Anode
                PC 20mn to 180mn in
  60            15 years                                                 200                                                          Electrolyte

  50                                                                                                                                  Separator

  40                                                                     150                                                          Others

  30                                                                                                                                  Depreciation

  20                                                                     100                                                          Direct labor

  10                          18650         Auto LiB                                                                                  Energy

   0                                                                      50                                                          R&D
                                                                                                                                      Sales&Adm

                                                                           0                                                          Overheads
                                                                                  2015        2020E        2025E        2030E

Source: Avicenne, Goldman Sachs Global Investment Research.             Source: Avicenne, Goldman Sachs Global Investment Research.

                                      Lithium-ion batteries are evolving, but…
                                      By trialing various materials since lithium-ion batteries were developed in 1991, their
                                      energy density has reached 200-250 Wh/kg. The key components of lithium-ion batteries
                                      are (1) cathodes, (2) anodes, (3) separators, and (4) electrolytes. From now until 2020, we
                                      expect to see advances in cathodes, separators, and anodes. Ternary (NCM) cathodes are
                                      already commonplace, but we expect nickel composition to increase from the current 30%
                                      to 80-90%. In separators, we expect to see a shift from dry-process to wet-process
                                      separators that are commonly used in consumer electronics. With anodes, we note
                                      progress on experimental studies by LG Chem that show energy density increasing by
                                      around 10% if anodes are 3-5% comprised of silicon (the challenge is controlling silicon
                                      expansion).

Goldman Sachs Global Investment Research                                                                                                             22
September 6, 2017                                                                                                      Electric Vehicle Boom

                                 Exhibit 39: Forecast of post-lithium battery developments from 2020
                                 Developments in key components of automotive batteries
                                                                       2010s                2015-2020       2025 -

                                  Cathode
                                                                  LFP, LMO, NCA          NCM(Nickel rich)               LiCO
                                            $2.5bn

                                  Anode
                                                                                                                       Graphite
                                            0.8bn                     Graphite              Graphite/Si
                                                                                                                        /LTO

                                  Separator
                                                                                                                 All solid : None
                                            1.15bn                      Dry                    Wet
                                                                                                                     LiS: Wet

                                  Electrolyte
                                                               EC(Ethylene Carbonate)
                                                                                        EC/PC (Propylene
                                            0.68bn                                                                   LGPS - Solid
                                                                                        carbonate)

                                 Source: Goldman Sachs Global Investment Research.

                                 …approaching energy density limits
                                 Even if these advances are made, it is becoming difficult to realize energy density of 300
                                 WH/kg with the structure of existing lithium-ion batteries. Also, battery deterioration with
                                 age and long recharge times are difficult problems to solve. Because we are starting to see
                                 the theoretical limits of lithium-ion batteries, we think that advances beyond lithium-ion
                                 batteries will likely start from 2020. While there are several candidates, including lithium-
                                 sulfur batteries and magnesium batteries, we think that all-solid-state batteries are the best
                                 choice for automotive batteries.

                                 All-solid-state battery pros and cons; shooting for 500 Wh/kg
                                 All-solid-state batteries aim to increase energy density while lowering costs by changing
                                 from liquid electrolytes to solid electrolytes. All-solid-state batteries offer prospects for
                                 increasing energy density while reducing costs by rendering separators unnecessary, and
                                 could therefore theoretically yield greater cost benefits than current lithium-ion batteries.
                                 These batteries may also have shorter charge times and greatly reduce the risk of igniting,
                                 and thus hold the potential to solve the challenges facing EVs all at once. Finally, all-solid-
                                 state batteries can utilize either an oxide or a sulfide for the solid electrolytes. We think that
                                 the sulfide type could become common considering the high energy density desired for
                                 automotive batteries.

Goldman Sachs Global Investment Research                                                                                                 23
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