2020 ASHRAE Winter Conference - February 1st - February 5th, 2020

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2020 ASHRAE Winter Conference - February 1st - February 5th, 2020
1-21-2020

               2020 ASHRAE Winter Conference
                                  February 1st - February 5th, 2020
                                               Sunday, February 2

                                                    8:00 AM - 9:00 AM
                                                  Panel 1 (Intermediate)
What Makes Orlando and Central Florida a Front-Runner in Implementing Clean Energy
and Sustainability Solutions?
Track: Cutting Edge Approaches
Room: Orlando VI
Sponsor: 2.8 Building Environmental Impacts and Sustainability
Chair: Rafi Karim, P.E., Member, Affiliated Engineers, Inc., Pasadena, CA
"Orlando ranked #15 in the new 2019 City Clean Energy Report by ACEEE." To help answer questions like, "What are some of
the environmental and social challenges facing the Central Florida region, and what are some the solutions that are being
implemented? What are some of the disruptive industry changes happening right now, and how will these affect the local region's
urban fabric?" Local thought leaders from the mayor's office and architectural and engineering design community will engage
with the audience to discuss how the local government is taking initiatives to reduce the region's overall carbon footprint and
build resilience into the community while architects and engineers are working together to implement initiatives set forth by the
local government.
1. City of Orlando
Chris Castro, Director of Sustainability & Resilience, City of Orlando, Orlando, FL
2. Architect
Lindsey Piant Perez, AIA, Southeast Sustainability Leader, DLR Group, Orlando, FL
3. MEP Engineer
John Chyz, P.E., CPMP, Building Performance Project Consultant, Affiliated Engineers, Newberry, FL
8:00 AM - 9:00 AM
                                                        Paper Session 1
Smart Thermostat Sensing and Control
Track: Big Data and Smart Controls

Room: Orange A
Chair: Davide Ziviani, Ph.D., Member, Purdue University, West Lafayette, IN
Smart sensors offer new opportunities in buildings, including multi-modal sensors, demand control of thermostats and new
algorithms. The first paper studies the impact of different inputs including the environmental data (e.g., temperature, humidity,
wind speed and solar radiations), indoor humidity, activity of HVAC system, occupancy and irradiance for different wavelength
of radiations (e.g., ultraviolet, infrared, and visible) on the accuracy of indoor air temperature's prediction. In the second paper, a
smart grid pilot study consisting of 567 owner-occupied homes in three cities of the province was launched in 2016 to evaluate
demand control using OpenADR-compliant connected thermostats. In the final paper, an algorithm is then applied to smart
thermostat data both retrospectively and recursively and several interesting case studies are presented.
1. A Case Study of Using Multi-Functional Sensors to Predict the Indoor Air Temperature in Classrooms (OR-20-C001)
Ehsan Kamel, Ph.D., Associate Member, New York Tech (NYIT), Old Westbury, NY
2. Demand Control of Baseboard Heaters Using Connected Thermostats: Lessons Learned from 567-Homes Pilot Study
(OR-20-C002)
Ajit Pardasani, Jennifer A. Veitch, Ph.D., Yitian Hu and Guy R. Newsham, Ph.D., National Research Council Canada, Ottawa,
ON, Canada
3. A Change Point Detection Algorithm with Application to Smart Thermostat Data (OR-20-001)
Austin Rogers, Ph.D., Affiliate1, Fangzhou Guo2 and Bryan Rasmussen, Ph.D., P.E., Member2, (1)Pacific Northwest National
Laboratory, Richland, WA, (2)Texas A&M University, College Station, TX

                                                      8:00 AM - 9:00 AM
                                                   Seminar 1 (Intermediate)
Building-Integrated Photovoltaic Systems: Enabling Energy-Resilient High-Performance
Buildings
Track: Systems and Equipment

Room: Orange E
Sponsor: 6.7 Solar Energy Utilization, TC04.4, TC07.5
Chair: Eric Yang, P.E., BEAP, HBDP, Member, Energy System Group, Washington, DC
Distributed energy resources have a key role to play in the transition towards decarbonization and energy resilience of buildings.
Recent developments in building-integrated photovoltaic (BIPV) systems and standards are making this technology a key
component to achieve such transformation. In addition to producing electricity, BIPV also provides various functions of the
building envelope while maintaining an aesthetically pleasing architecture. The objective of this seminar is to discuss the
technical challenges and available solutions regarding BIPV systems design, implementation and operation. In this seminar, the
attendees will gain an understanding of BIPV fundamentals, design and implementation challenges and technical solutions.
1. BIPV as a Multifunctional Building Envelope Solution
Francesco Frontini, Ph.D., SUPSI, Canobbio, Switzerland
2. BIPV as a Distributed Energy Resource
Veronique Delisle, Ph.D.1 and Costa Kapsis, Ph.D., Member2, (1)CanmetENERGY, Varennes, QC, Canada, (2)Natural
Resources Canada, Varennes, QC, Canada
3. BIPV for the Generation of Renewable Thermal and Electric Energy
Andreas Athienitis, Ph.D., P.E., Fellow ASHRAE, Concordia University, Montreal, QC, Canada

                                                      8:00 AM - 9:00 AM
                                                   Seminar 2 (Intermediate)
Improve IAQ by Avoiding Architect, Engineer and Contractor's Common Mistakes
Track: Ventilation, IAQ and Air Distribution Systems

Room: Orlando V
Sponsor: 1.12 Moisture Management in Buildings
Chair: Donald Snell, P.E., Member, Liberty Building Forensics Group, Zellwood, FL
IAQ deteriorates from lack of moisture control due to common mistakes by architects, engineers and contractors. This seminar
points out at least five often repeated mistakes that designers and constructor make that increase moisture levels and resultant
microbial contamination resulting in poor IAQ
1. Common Mistakes Architects Make Regarding Moisture Control and IAQ
Fiona Aldous, Member, WJE, Boca Raton, FL
2. Common Mistakes Engineers Make Regarding Moisture Control and IAQ
Norman Nelson, P.E., Life Member, Jacobs Engineering Group, Portland, OR
3. Common Mistakes Contractors Make Regarding Moisture Control and IAQ
George Dubose, P.E., Member, Liberty Building Forensics Group, Zellwood, FL

                                                     8:00 AM - 9:00 AM
                                                  Seminar 3 (Intermediate)
Keeping up with the Mouse: Orlando International Airport Expansion Commissioning and
Energy Management
Track: High Efficiency Design and Operation

Room: Orange B
Sponsor: 7.9 Building Commissioning
Chair: Wade Conlan, P.E., BCXP, CPMP, Member, Hanson Professional Services, Maitland, FL
The Orlando International Airport is developing a new South Terminal Complex, including landside and 26 airside gates. The 2
million square ft. addition costs approximately $3 billion. The existing North Terminal is being renovated with energy
optimization in mind. The Airport is conscious of its energy consumption and employs tactics through its sustainability
management plan. This session discusses the challenges encountered by team members from the perspective of the owner'€™s
director of planning and construction, M/E/P systems'€™ commissioning, and building envelope commissioning authorities.
Commissioned systems included all major building envelope, mechanical, plumbing, electrical and life safety systems.
1. Touch and Go: Commissioning Issues for Large Airport Expansion
Robert Knoedler, P.E., Member, Hanson Professional Services, Raleigh, NC
2. Energy and Sustainability Management for Aviation Facilities
Michelle DeLora, AIA,1 Davin Ruohomaki1 and Robert Knoedler, P.E., Member2, (1)Greater Orlando Aviation Authority,
Orlando, FL, (2)Hanson Professional Services, Raleigh, NC

                                                     8:00 AM - 9:00 AM
                                                  Seminar 4 (Intermediate)
Moving BAS for Hospitals into the Future
Track: High Efficiency Design and Operation

Room: Orange F
Sponsor: 1.4 Control Theory and Application, 9.6 Healthcare Facilities
Chair: James Coogan, P.E., Associate Member, Siemens Building Technologies, Chicago, IL
Hospital facilities are evolving to better serve the needs of staff and patients. Hospital BAS are evolving to support the new,
higher level of function. This includes integrating new medical systems, upgrading to operate in today's computer networks,
delivering data that supports accreditation programs and maintaining operation through development.
1. Creating Smart Hospitals: Giving Patients Control, Improving Patient and Staff Experiences and Improving Operating
Results
Jerry Folsom, Siemens Smart Infrastructure, Austin, TX
2. Achieving the Impossible: A Case Study of How to Stay Fully Operational while Evolving into a “Hospital of the
Future”
Michelle Shadpour, Associate Member, SC Engineers, Inc., San Diego, CA

                                                     8:00 AM - 9:00 AM
                                                  Seminar 5 (Intermediate)
Solar Assisted Air Conditioning: How Solar Energy Can Cool Down your Building
Track: Systems and Equipment

Room: Orange G
Sponsor: 6.7 Solar Energy Utilization, 8.3 Absorption and Heat Operated Machines
Chair: Constantinos A. Balaras, Ph.D., Fellow ASHRAE, Institute for Environmental Research & Sustainable Development,
NOA, Athens, Greece
With the transition towards decarbonization of the built environment, solar assisted cooling has emerged as an increasingly
popular application over the past two decades, mostly driven by significant cost reductions and technology advancements. The
objective of this seminar is to discuss the technical challenges and available solutions regarding a solar assisted cooling system's
design, implementation and operation. In this seminar, the attendees gain an understanding of operation principles, design and
implementation challenges and effective technical solutions. The seminar includes information on common systems using closed
sorption cycles and open cycles, different types of solar collectors and performance indicators.
1. Solar Site Assessment: Know-When
Khalid Nagidi, BEAP, Member, Energy Management Consulting Group, Wantagh, NY
2. Solar Assisted Air Conditioning: Know-How
Constantinos A. Balaras, Ph.D., Fellow ASHRAE, Institute for Environmental Research & Sustainable Development, NOA,
Athens, Greece
3. Solar Cooling: Know-What
Tim Merrigan, Life Member, Energy Information Services, Denver, CO

                                                      8:00 AM - 9:00 AM
                                                       Seminar 6 (Basic)
Updates and Lessons Learned from Recent Room Load Calculation Research
Track: HVAC&R Fundamentals and Applications

Room: Orange C
Sponsor: 4.1 Load Calculation Data and Procedures
Chair: Rachel Spitler, Associate Member, Cyntergy, Tulsa, OK
This seminar covers updates from ongoing room load calculation research and applications of recent room load calculation
research. Ongoing research on internal heat and moisture gains in commercial dishrooms is presented, along with strategies for
handling those gains. Lessons learned from recent research into radiant cooling and its applications for room load calculations are
also presented. The fundamentals of radiant cooling and room load interactions are discussed, as are practical strategies to adjust
the distribution of room loads. This seminar should be useful to engineers with an interest in the design of commercial dishrooms
or the design of radiant systems.
1. A Research Update on RP-1778 Heat and Moisture Loading from Commercial Dishroom Appliances and Equipment
Denis Livchak, P.E., Associate Member, Frontier Energy, San Ramon, CA
2. Fundamentals of Cooling Loads for Radiant Systems: Room vs. System Loads
Atila Novoselac, Ph.D., Associate Member, University of Texas at Austin, Austin, TX
3. Role of Surface Boundary Condition on the Room Convective and Radiative Loads
Ardeshir Moftakhari, Student Member, University of Texas, Austin, TX

                                        Sunday, February 2, 9:45 AM - 10:45 AM
                                               Debate 1 (Intermediate)
Does Building Energy Efficiency Matter in a 100% Renewable Grid?
Track: High Efficiency Design and Operation
Room: Orlando VI
Chair: Jim Edelson, Associate Member1, Randall Higa, P.E., Member2, Adam Hinge, P.E., Fellow ASHRAE3, Jon McHugh, P.E.,
Member4 and Mark Lyles1, (1)New Buildings Institute, Portland, OR(2)Southern California Edison, Rosemead, CA(3)Sustainable
Energy Partnerships, Tarrytown, NY(4)McHugh Energy Consultants Inc., Fair Oaks, CA
Hundreds of jurisdictions across North America - cities, states, and provinces - have pledged to achieve 100% renewable grid-
based electricity between 2030 and 2050. As emerging policies move buildings from mixed-fuel to all-electric, a new dynamic
arises where building energy consumption becomes all-renewable and carbon impacts of building energy consumption are
diminished or eliminated. Does efficiency remain relevant when the electric grid becomes carbon-free? Is time-of-use demand
more important than overall consumption? How do behind-the-meter storage and renewables compare to efficiency? This debate
will present arguments that traditional efficiency is or is not still critical when electricity (or gas) is carbon-free.

                                                     9:45 AM - 10:45 AM
                                                       Paper Session 2
Cutting Edge Approaches to Heat Generation
Track: Cutting Edge Approaches

Room: Orange C
Chair: Davide Ziviani, Ph.D., Member, Purdue University, West Lafayette, IN
Heat generation, including natural gas/electricity fuel switching, electrical substations and solar-assisted heating are the focus of
this session. Smart Fuel Switching Control is a new cloud-based technology developed to give homeowners the choice by
creating competitive conditions for the adoption of low-carbon technology. The second paper describes a project that investigates
the amount of waste heat that is emitted from the UK's substation stock whilst evaluating its practicality as a secondary heat
source for a local decentralized heating network, using the Southampton City District Energy Scheme as a case study. The third
paper investigates a novel, low cost, solar thermal energy-based system, namely a Low-Emissivity Transpired Solar
Collector (Low-E TSC).
1. Smart Control for Residential Fuel Switching between Natural Gas and Electricity (OR-20-C003)
Farzin M.Rad, Ph.D., P.E., Member, Nima Alibabaei, Ph.D. and Tom Grochmal, Ph.D., P.E., Enbridge Gas Inc., Toronto, ON,
Canada
2. Project Shoes: Secondary Heat Opportunities from Electrical Substations (OR-20-C004)
James Bowman, RHB Partnership LLP, Winchester, United Kingdom
3. Preliminary Study of a Solar Assisted Heating System (OR-20-C005)
Gareth Davies, Ph.D.1, John Blower2, Richard Hall, Ph.D.2, Soma Mohammadi, Ph.D.2 and Graeme Maidment, Ph.D., P.E.1,
(1)London South Bank University, London, United Kingdom, (2)Energy Transitions Ltd, Cardiff, United Kingdom

                                                     9:45 AM - 10:45 AM
                                                       Paper Session 3
Ventilation for Multi-Unit and High-Rise Buildings
Track: Ventilation, IAQ and Air Distribution Systems

Room: Orange A
Chair: Ahmed Elatar, Ph.D., Oak Ridge National Laboratory, Oak Ridge, TN
Multi-unit and high-rise buildings pose unique ventilation and IAQ challenges. The first paper presents elevator pressurization
systems for 12+ story buildings to prevent smoke from flowing from the fire floor through an elevator shaft and threatening life
on floors away from the fire. The second paper presents air leakage testing in a vacant suite of a high-rise post-war MF building
located in Toronto, Canada. The purpose of this test was to determine the air leakage profile of a corridor door in four
configurations. The final paper of the session investigates investigation of two post-war high-rise multi-unit residential buildings
in Toronto, Canada, was carried out where the performance of the ventilation system was measured periodically over five months
and occupant IAQ perception surveys were also carried out. The measured ventilation data revealed that the ventilation rates in
both buildings were typically approximately half of the designed and commissioned values.
1. A New Look at Elevator Pressurization (OR-20-C006)
John Klote, P.E., Fellow Life Member1 and Paul Turnbull, Member2, (1)John Klote Fire and Smoke Consulting, Leesburg, VA,
(2)Siemens Building Technologies, Inc., Buffalo Grove, IL
2. Investigating the Impact of Sweeps and Weather Stripping on Suite Door Air Tightness in Multi-Family Buildings
(OR-20-C007)
Xinxiu Tian, Student Member, Jamie Fine, Ph.D., Associate Member and Marianne Touchie, Ph.D., Member, University of
Toronto, Toronto, ON, Canada
3. Ventilation and IAQ Perceptions in a Post-War Multi-Unit Residential Building (OR-20-C008)
Jamie Fine, Ph.D., Associate Member and Marianne Touchie, Ph.D., Member, University of Toronto, Toronto, ON, Canada

                                                     9:45 AM - 10:45 AM
                                                      Seminar 7 (Basic)
ASHRAE Conference Crash Course
Track: HVAC&R Fundamentals and Applications
Room: Orange E
Sponsor: YEA Committee
Chair: Rachel Romero, P.E., Member, National Renewable Energy Laboratory, Golden, CO
First time at an ASHRAE Conference? Been coming for years, but still confused? What is a TC? What is a Standing Committee?
Who can attend what? What is the AHR Expo? And why is all this happening at once? This crash course provides all attendees
with an introduction to all the ASHRAE Conference activities, explains how you can get involved, and allows you to ask
questions to experienced attendees.
1. The Ins and Outs of ASHRAE
Jessica Errett, P.E., BEMP, Member, Energy Studio, Inc, Omaha, NE
2. Make the Most of Your Conference Experience
Madison Schultz, P.E., Member, OK BeCo, Oklahoma City, OK

                                                   9:45 AM - 10:45 AM
                                                 Seminar 8 (Intermediate)
Cold Climate Building Design for Oil and Gas Applications
Track: Standards, Guidelines and Codes

Room: Orlando V
Sponsor: 9.2 Industrial Air Conditioning, TRG 9 Cold Climate Building Design
Chair: Erich Binder, Life Member, Erich Binder Consulting Limited, Calgary, AB, Canada
This session is based on a new chapter in the ASHRAE Cold Climate Design Guide that focuses on the unique challenges
associated with heating, ventilation and air conditioning of oil and gas facilities located in cold climates. Cold climate
considerations play a major role in the design of oil and gas HVAC systems along with the selection, operation and maintenance
of HVAC equipment. In addition to the cold climate considerations, the unique nature of requirements and design practices
specific to oil and gas facilities influence HVAC systems and equipment selections.
1. Design Considerations, Code and Hazardous Space Requirements
Erik Ostberg, P.E., CPMP, Member, ASHRAE, Anchorage, AK
2. Cold Climate Specific HVAC Systems Design
Mak Kampen, P.E., Member, Erich Binder Consulting Limited, Calgary, AB, Canada

                                                    9:45 AM - 10:45 AM
                                                  Seminar 9 (Intermediate)
Cutting Edge Approaches to a 21st Century Learning Environment
Track: Cutting Edge Approaches

Room: Orange F
Sponsor: 9.1 Large Building Air-Conditioning Systems, 9.8 Large Building Air-Conditioning Systems
Chair: Bill Artis, BCXP, BEAP, BEMP, Member, Energy Project Consulting LLC, NEW HYDE PARK, NY
Universities are faced with the challenge of maintaining and optimizing older buildings for the learning environments required in
modern academic settings. This session reviews€™ experiences with retrofitting some of the oldest academic buildings in the
U.S. to meet these modern requirements, the challenges faced and the performance results of projects. In addition to reviewing
the technical aspects of these projects, the participation and interaction from faculty and students in these projects, and how they
created an environment that is a hive of activity, design experimentation and broad intellectual exchange is presented.
1. The Transformation of Marston Hall: Creating a 21st Century Learning Environment within a 19th Century Structure
Lincoln Pearce, P.E., BEAP, Member, IMEG Corp, Des Moines, IA
2. You Can Teach a Historic School of Architecture New Tricks
Kelley Cramm, P.E., Member, Henderson Engineers, Lenexa, KS
                                                    9:45 AM - 10:45 AM
                                                 Seminar 10 (Intermediate)
Cutting-Edge Japanese Technologies SHASE Award for Renovation Project in 2019
Track: High Efficiency Design and Operation

Room: Orange B
Sponsor: SHASE
Chair: Makoto Koganei, Ph.D., Yamaguchi University, Yamaguchi, Japan
Two projects are presented in this session. One is the renovation project of the heat source plant of Kyoto Station Building,
Japan. Commissioning process was introduced from the design to operation phase for the first time in Japanese buildings. The
project received the 2019 Renewal Award of SHASE recognizing the achievement of 60% energy reduction. Another project in
northern Japan introduces 12 years of effort to reduce energy consumption. Continuous monitoring, improved operation and
retrofitting were achieved following intensive discussions involving the building owner, energy managers and building designers.
1. Energy Conservation in Heat-Source Plants with Renovation of a Large Complex Station Building Introducing
Commissioning
Harunori Yoshida, Ph.D., Member, Non-Profit Organization Building Services Commissioning Association, Osaka, Japan
2. Continuously Improved Energy Performance of Medium-Sized Building in a Cool Area
Noriyuki Toyohara, TAISEI Corporation, Tokyo, Japan

                                                    9:45 AM - 10:45 AM
                                                 Seminar 11 (Intermediate)
Smart Thermostats, Energy Savings and Equipment Performance
Track: Big Data and Smart Controls

Room: Orange G
Sponsor: 6.3 Central Forced Air Heating and Cooling Systems
Chair: Lawrence Brand, Member, Frontier Energy, Davis, CA
Smart thermostats are used extensively with residential furnaces and boilers to save energy. Of the four types of thermostats
available (programmable, communicating, analytics-capable or Energy Star qualified), three are considered smart. Do smart
thermostats control residential heating systems in a way not considered by the ASHRAE 103 AFUE standard? What is the field
experience with these devices, and how much energy do they save? In this seminar the speakers address how smart thermostats
control furnaces and boilers, how the ASHRAE 103 AFUE standard uses thermostat cycling parameters, and several utility
programs determine energy savings and incentives.
1. How ASHRAE Standard 103 Uses Thermostat Cycling
Paul Haydock, Associate Member, United Technologies Carrier, Indianapolis, IN
2. How Smart Thermostats Save Energy
Will Baker, Google Nest, Chicago, IL
3. Cold Climate Utility Incentives and Energy Savings for Smart Thermostats
Eric Johansen, P.E., Member, CenterPoint Energy, Minneapolis, MN

                                                    11:00 AM - 12:30 PM
                                                      Paper Session 4
Indoor Environmental Quality with an Emphasis on Thermal Comfort
Track: Ventilation, IAQ and Air Distribution Systems

Room: Orange A
Chair: Ahmed Elatar, Ph.D., Oak Ridge National Laboratory, Oak Ridge, TN
This session considers indoor environmental quality and thermal comfort, while considering measurements, heat stress index,
ceiling fans and solar screens. This first study examines IEQ parameters, including pressure, illuminance level, acoustics, carbon
dioxide levels, temperature and humidity, with appropriate monitors allocated during the same lecture hour in four lecture halls
from October 2018 to March 2019. Results were compared to ventilation guideline for lecture halls by ASHRAE. The second
paper introduces an algebraic-type heat stress index called ETV and how it can be used to estimate the duration limit of exposure
under different indoor environmental and personal conditions. In the third paper, the results suggest that despite lower air speeds,
fans blowing upwards can provide more spatially uniform thermal comfort under elevated air speeds, requiring less consideration
of occupant and furniture placement relative to the fan. The fourth paper asks, how fenestrations like solar screens can be
designed to achieve thermally dynamic indoors for occupant pleasure?
1. Indoor Environmental Quality Evaluation of an Institutional Building (OR-20-C009)
Lexuan Zhong, Ph.D., P.E., Member, University of Alberta, Edmonton, AB, Canada
2. Indoor Heat Stress Index Based on the Predicted Heat Strain Model and Its Application (OR-20-C010)
Yue Zou, Ph.D., P.E., CPMP, Member and Yang Li, Donghua University, Shanghai, China
3. Spatially Uniform Comfort from Ceiling Fans Blowing in the Upwards Direction (OR-20-C011)
Thomas C. Parkinson, Ph.D.1, Paul Raftery, Ph.D., Member2 and Elaina Present2, (1)UC Berkeley, Berkeley, CA, (2)University
of California, Berkeley, CA
4. Investigating the Impact of External Solar Screens on Occupant Thermal Comfort and Pleasure: An Observational
Field Study (OR-20-C012)
Niyati Naik, Student Member and Ihab Elzeyadi, Ph.D., HBDP and BEMP, Member, University of Oregon, Eugene, OR
5. Investigating the Impact of Plant Phytoremediation on Indoor Air Quality in Work Environments: A Meta-
Analysis (OR-20-C013)
Hooman Parhizkar, Student Member and Ihab Elzeyadi, Ph.D., HBDP and BEMP, Member, University of Oregon, Eugene, OR

                                                    11:00 AM - 12:30 PM
                                                      Paper Session 5
Cutting Edge Modeling and Optimization
Track: Cutting Edge Approaches

Room: Orange C
Chair: Jaya Mukhopadhyay, Ph.D., Member, Montana State University, Bozeman, MT
New approaches in modeling and optimization are highlighted in this session. The first paper explores the improvement on
traditional insulated concrete form construction by embedding pipes for heating and cooling into poured concrete walls and floor.
The second paper provides some of the highlights of ASHRAE-sponsored 1745-RP project and provides general
recommendations, warnings, and guidelines, for the use or reanalysis for building design. The third study presents the results of
the Gradient Descent optimization method to optimize the skylight sizes by considering all the qualitative and quantitative
factors, including daylight availability, glare and energy. The final paper couples a derivative-free optimization technique with a
numerical building energy modeling tool to determine least-cost hybrid heating system sizing and operation strategies.
1. Modelling of Thermally Active Walls for Building Energy Reduction (OR-20-C014)
Brandon Field, Ph.D., Associate Member, University of Southern Indiana, Evansville, IN
2. On the Use of Reanalysis in ASHRAE Applications (RP-1745) (OR-20-002)
Michael Roth, Ph.D., Member, Klimaat, Guelph, ON, Canada
3. Quantifying Risk with Selection of the Natural Gas Maximum Daily Quantity (OR-20-003)
Matthew Swanson, Ph.D., Associate Member, U.S. Army Engineer Research & Development Center, Champaign, IL
4. Gradient Descent Approach with a Unified Metric to Find a Cohesive Optimal Solution for Optimal Fenestration Sizes
(OR-20-C015)
Sara Motamedi, Ph.D., Interface Engineering, San Francisco, CA
5. Cost-Optimal Sizing and Operation of a Hybrid Heat Pump System Using Numerical Simulation (OR-20-C016)
Noah Rauschkolb, Student Member, Vijay Modi, Ph.D. and Patricia Culligan, Ph.D., P.E., Columbia University, NEW YORK, NY

                                                   11:00 AM - 12:30 PM
                                                     Paper Session 6
Novel Refrigerant Lubricants and Systems
Track: Refrigeration and Refrigerants

Room: Orange B
Chair: Gurunarayana Ravi, Lennox International, Frisco, TX
Refrigeration and lubricants are critical for effective air conditioning and operation. The first paper develops a new
comprehensive model by modifying and integrating existing convective heat transfer models originally developed for nanofluids
and pool boiling models for nanolubricants. The second paper, as part of ASHRAE's 125-year celebration, discusses the
evolution of refrigerants, lubricants, contaminant control and system chemistry. The third paper presents the design, assembly,
and operation of a multi-stage, two-evaporator transcritical CO2 cycle with a combined capacity between the two independently-
controlled evaporators of approximately 10 kW. The final paper presents the vortex tube, a special industrial and refrigerator
device that uses pressurized air as a working medium.
1. Two-Phase Flow Boiling Heat Transfer Model for R410A and Nanolubricant Mixtures in a Smooth Tube (OR-20-
C017)
Pratik Deokar, Student Member and Lorenzo Cremaschi, Ph.D., Member, Auburn University, Auburn, AL
2. 125 Years of ASHRAE: What I Have Learned in the Last 35 Years Regarding Refrigerants and Lubricant Chemistry
and Interactions (OR-20-C018)
Joseph Karnaz, Member, Shrieve Chemical Products, Inc, The Woodlands, TX
3. Development of a Multi-Stage Two-Evaporator Transcritical Carbon Dioxide Cycle for Experimental Comparisons of
Expansion Work Recovery Technologies (OR-20-C019)
Riley B. Barta, Student Member, Davide Ziviani, Ph.D., Member and Eckhard Groll, Dr.Ing., Fellow ASHRAE, Purdue
University, West Lafayette, IN
4. Numerical Enhancement Analyses of Refrigerator Vortex Tubes Cooling Performance (OR-20-C020)
Essam Khalil, Ph.D., P.E., Fellow ASHRAE, Mahmoud AbdelGhafar, P.Eng., Karam Beshay, Ph.D., P.E. and Gamal
ElHarriri, Ph.D., P.E., Cairo University, Cairo, Egypt

                                                 11:00 AM - 12:30 PM
                                               Seminar 12 (Intermediate)
Cannabis Grow Facilities: Challenges for HVAC Design, Equipment Selection and
Operation, Part 2
Track: HVAC&R Fundamentals and Applications

Room: Orange G
Sponsor: 1.5 Computer Applications, 2.2 Plant and Animal Environment
Chair: Stephen Roth, P.E., Member, Carmel Software Corp., San Rafael, CA
The legalization of cannabis in many U.S. states and Canada is providing a unique growth opportunity for the HVAC industry.
Grow facilities that focus on cannabis require specific air conditions that differ from conventional HVAC systems. The first
speaker discusses how HVAC load calculations and psychrometries differ for grow facilities versus conventional HVAC
applications. The second speaker discusses how specialized software is required to size equipment for grow facilities due to
the emphasis on latent loads and the many different room conditions that are required. The final speaker focuses on HVAC
equipment selection for grow facilities.
1. HVAC Load Calculations for Cannabis Grow Facilities
Nadia Sabeh, P.E., Associate Member, Dr. Greenhouse, Inc., Sacramento, CA
2. Why Selection Software Is Essential for Sizing Equipment for Grow Facilities
Stephen Roth, P.E., Member, Carmel Software Corp., San Rafael, CA
3. HVAC Equipment Selection for Cannabis Grow Facilities
Daniel Dettmers, Member, Quest Dehumidifiers, Madison, WI
11:00 AM - 12:30 PM
                                                Seminar 13 (Intermediate)
Current Practices of Grid Interactive Building Applications
Track: Cutting Edge Approaches

Room: Orlando V
Sponsor: 7.5 Smart Building Systems
Chair: Christie Kjellman, Member, Kliewer & Associates, Aliso Viejo, CA
Buildings can now be used as suppliers of energy rather than the traditional model of solely consumers of energy. Price signals,
model predictive control and responsive building loads are tools which can be utilized to allow and promote grid interactive
buildings. This session presents applications of where, how and why smart residential, commercial and industrial buildings and
interactive grids are being implemented around the country.
1. Improving Net Load through Model Predictive Control of Buildings
Greg Pavlak, Ph.D., Member, Penn State, University Park, PA
2. Retail Subscription Transactive Tariffs for Grid Interactive Buildings
Ed Cazalet, Ph.D., Temix Inc., Los Altos, CA
3. Unlocking Value with Grid Interactive Flexible Building Loads
Ari Halberstadt, Extensible Energy, Berkeley, CA
4. The Importance of IoT for the Smart Grid
Michel Kohanim, Universal Devices, Inc., Encino, CA
5. A Grid Interactive Neighborhood: Case Study
Michael Starke, Ph.D., Oak Ridge National Laboratory, Oak Ridge, TN

                                                  11:00 AM - 12:30 PM
                                                Seminar 14 (Intermediate)
Measured Stack Effect Impact on Tall, Super Tall and Mega Tall Buildings
Track: HVAC&R Fundamentals and Applications

Room: Orange F
Sponsor: 9.12 Tall Buildings
Chair: Dennis Wessel, P.E., Fellow Life Member, Retired, Cleveland, OH
This program explores the impact stack effect has on tall buildings. The first speaker explores measured temperature and pressure
effects on these tall structures under varying conditions and multiple cities across the U.S. and Canada. The second speaker
addresses design basis variations to counteract stack effect in new tall buildings and discusses the potential impact of
uncontrolled stack effect on systems design and building's energy performance. The third speaker discusses the problems caused
by stack effect in an existing building and what solutions for correction of these problems has been proposed.
1. Measured Temperature and Pressure Effects on Tall Structures.
Duncan Phillips, Ph.D., P.E., Associate Member, RWDI, Guelph, ON, Canada
2. Design Basis Variations to Counteract Stack Effect in New Tall Buildings
Mehdi Jalayerian, P.E., Member, Environmental Systems Design, Inc., Chicago, IL
3. Lessons Learned from Stack Effect Problems in an Existing Building
John Carter, Member, CPP, Fort Collins, CO

                                                  11:00 AM - 12:30 PM
                                                Seminar 15 (Intermediate)
Overview of the New Chapter 65 in 2019 HVAC Applications Handbook: Occupant-
Centric Sensing and Controls
Track: Big Data and Smart Controls

Room: Orange E
Sponsor: MTG.OBB Occupant Behavior in Buildings
Chair: Tianzhen Hong, Ph.D., Member, Lawrence Berkeley National Laboratory, Berkeley, CA
Occupants live and work in buildings for 90% of their time. Understanding their dynamic and diverse comfort needs and their
interactions with building systems is crucial to ensuring building design and operations meet energy performance goals while
providing healthy and productive living and working environments. This seminar provides an overview of the new chapter,
occupant-centric sensing and controls, in the 2019 Handbook, HVAC Applications volume. The new chapter includes three main
sections: 1. collecting real-time occupancy and occupant comfort feedback, 2. integrating occupant feedback into HVAC control
schemes, and 3. modeling and evaluating occupant-centric HVAC control systems.
1. Collecting Real-Time Occupancy and Occupant Comfort Feedback
Jared Langevin, Ph.D., Lawrence Berkeley National Laboratory, Berkeley, CA
2. Integrating Occupant Feedback into HVAC Control Schemes
Bing Dong, Ph.D., Member, Syracuse University, Syracuse, NY
3. Modeling and Evaluating Occupant-Centric HVAC Control Systems
Tianzhen Hong, Ph.D., Member, Lawrence Berkeley National Laboratory, Berkeley, CA

                                                  11:00 AM - 12:30 PM
                                                Seminar 16 (Intermediate)
Watch Out for the Unforeseen When Designing Green
Track: High Efficiency Design and Operation

Room: Orlando VI
Sponsor: 2.8 Building Environmental Impacts and Sustainability
Chair: Janice Means, P.E., Life Member, Lawrence Technological University, Southfield, MI
When designing or retrofitting buildings for increased energy efficiency and high performance, take care to not cause unforeseen
and unintentionally detrimental issues for occupants or the building. Occupants may be adversely affected by decreased indoor
environmental quality and water quality if green design is not carefully thought out and executed. Interior materials, furnishings
or the building envelope itself can be compromised if energy conservation measures are not fully analyzed for potential effects.
Speakers address potentially adverse issues affecting IAQ, acoustics, water-quality and the building (with potential solutions)
when designing/retrofitting for energy efficiency and high performance.
1. Breathe Deeply, or Don't: Energy Conservation, Indoor Air Quality, Health and Productivity...and Legal Liability
James L. Newman, BEAP and OPMP, Life Member, Newman Consulting Group, Farmington Hills, MI
2. Controlling Opportunistic Pathogen Growth While Achieving Energy and Water Conservation
William J. Rhoads, Ph.D., Member, Amy Pruden, Ph.D. and Marc A. Edwards, Ph.D., Virginia Tech, Blacksburg, VA
3. Impacts of Sustainable Design Choices on Noise Control
Mandy Kachur, P.E., Member, Soundscape Engineering, Plymouth, MI
4. Considerations When Going Green with a Historic Building
Janice K. Means, P.E., Life Member, Lawrence Technological University, Southfield, MI

                                                    1:30 PM - 3:00 PM
                                                  Paper Session 7 (Basic)
Commemorating ASHRAE's 125th Anniversary: Progress of Key Industries
Track: HVAC&R Fundamentals and Applications
Room: Orange A
Sponsor: Historical Committee
Chair: Jeff Haberl, Ph.D., Fellow ASHRAE, Texas A & M University, College Station, TX
Celebrate ASHRAE's 125th anniversary with insights on how filtration, frozen foods and electronics have changed over the
years. Filtration and air cleaning emerged during the 20th century as a key and essential component of the art and science of the
control and removal of harmful contaminants from controlled environments. Its development and application have paralleled the
advancement of ventilation and temperature control in built environments. This session summarizes the development of the
frozen food sector, highlighting key technological, product and food science-driven advances. Over the last 23+ years ASHRAE
has made dramatic progress towards the use of the electronic communications and the Internet for technical society
communications.
1. History of Filtration in the 20th Century: A Review of Significant Advances and Related Influences in the
Advancement of the Art and Science of Filtration and Air Cleaning (OR-20-004)
Marilyn A Listvan, Ph.D., Member1, H Burroughs2 and Brian Krafthefer, P.E., Fellow Life Member3, (1)Listvan Consulting,
Edina, MN, (2)Building Wellness Consultancy, Inc, Atlanta, GA, (3)BCK Consulting, LLC, Stillwater, MN
2. The History of Food Freezing (OR-20-005)
Donald Cleland, Ph.D., Fellow ASHRAE, Massey University, Palmerston, New Zealand
3. The Evolution of ASHRAE’s Electronic Communications and Publication Technology (OR-20-006)
Jeff Haberl, Ph.D., BEMP, Fellow ASHRAE1, Art Hallstrom, P.E., BEMP, Fellow ASHRAE2 and Steve Comstock3, (1)Texas A
& M University, College Station, TX, (2)AD Hall and Associates, Lexington, KY, (3)ASHRAE, Atlanta, GA
1:30 PM - 3:00 PM
                                                        Paper Session 8
Utilizing Waste Heat and Thermal Management
Track: Systems and Equipment

Room: Orange B
Chair: Gurunarayana Ravi, Lennox International, Frisco, TX
This session focuses on utilizing waste heat in heating districts, refurbishing a 1980s building complex, battery thermal
management and data center cooling. The first paper reviews how a new generation of district heating networks utilizing waste
heat can deliver massive carbon savings and are key to meeting future targets. The second paper describes the refurbishing and
densification of a residential building complex, built in 1985, in the city of Salzburg, Austria. The third study focuses on the
experimental and numerical investigation on designing a novel heat exchanger to effectively dissipate the heat generated from the
pouch-cell battery during the charging and discharging. The final study addresses data center cooling intended to achieve a
cooling system that reduces the power consumed by general-purpose auxiliary peripherals (e.g., pumps and fans) to
approximately zero.
1. Assessing the Performance of District Heating Networks Utilizing Waste Heat: A Review (OR-20-C021)
Henrique R. P. Lagoeiro, Akos Revesz, Ph.D., Affiliate, Graeme Maidment, Ph.D., P.E. and Gareth Davies, Ph.D., London
South Bank University, London, United Kingdom
2. Survey of an Exhaust Ventilation System in Combination with a Drain Water Heat Recovery for Social Housing (OR-
20-C022)
Elisabeth Wieder, Michael Bayer, Markus Leeb and Thomas Reiter, Dr.Ing., FH Salzburg, Puch/Salzburg, Austria
3. Experimental and Numerical Investigation on a Novel Polymer Heat Exchanger for Pouch-Type Battery Thermal
Management System (OR-20-C023)
Uk Min Han1 and Hoseong Lee2, (1)Korea University, Seoul, Korea, Republic of (South), (2)Korea university, Seoul, Korea,
Republic of (South)
4. Absorption Cooling for Data Centers Powered by Solid Oxide Fuel Cell Waste Heat (OR-20-C024)
Alejandro Lavernia, Student Member, Maryam Asghari and Jacob Brouwer, Ph.D., Advanced Power and Energy Program at
University of California Irvine, Irvine, CA
5. Study on a Cooling System with Power Usage Effectiveness of 1.02x for Server Rooms (OR-20-C025)
Naoki Aizawa, BEAP, Takasago Thermal Engineering Co.,Ltd., Kanagawa, Japan

                                                    1:30 PM - 3:00 PM
                                                 Seminar 17 (Intermediate)
Aircraft Cabin Air Quality, Airborne Disease Exposures and Ventilation Controls
Track: Ventilation, IAQ and Air Distribution Systems

Room: Orange F
Sponsor: 4.10 Indoor Environmental Modeling, 9.3 Transportation Air Conditioning
Chair: Liangzhu (Leon) Wang, Ph.D., P.E., Member, Concordia University, Montreal, QC, Canada
Aircraft cabin is a special type of built environment with many people crowding within narrow spaces for a short period time
whereas under higher risk of exposures to airborne diseases than other indoor situations. This seminar enlightens the public about
critical issues of air quality, airborne disease transmission and health impacts, and ventilation control strategies specialized for
aircraft cabins. It reports the most recent state-of-the-art research and development including airborne particle and droplet testing
and simulation methods, their spreading through diffusers, inside the cabins, and from the lavatories and toilets, and the
ventilation controls by a new personalized ventilation system.
1. A New Personalized Ventilation System for Airliner Cabins
Qingyan Chen, Ph.D., Life Member, Purdue University, West Lafayette, IN
2. Airborne Disease Exposure and Tracer Data in Aircraft Cabin
James Bennett, Ph.D., Member, National Institute for Occupational Safety and Health, Centers for Disease Control and
Prevention, U.S. DHHS, Cincinnati, OH
3. Transient Airflow and Particle Transmission from Aircraft Lavatories
Tengfei Zhang, Dalian University of Technology, Dalian, China
4. Experimental Measurements and Large Eddy Simulation of Particle Deposition Distribution Around Aircraft Cabin
Supply Air Nozzles
Chun Chen, Ph.D., Associate Member, The Chinese University of Hong Kong, Hong Kong, China
5. Analyzing the Symmetry of Airborne Pathogens Dispersion in Airplane Cabins
M.H. Hosni, Ph.D., Fellow ASHRAE, Kansas State University, Manhattan, KS
1:30 PM - 3:00 PM
                                                Seminar 18 (Intermediate)
Brilliant Execution of Smart Labs: How to Employ Smart Labs to Improve Safety, Reduce
Energy and Make Labs Sustainable
Track: High Efficiency Design and Operation

Room: Orlando V
Sponsor: 9.10 Laboratory Systems, 7.6 Building Energy Performance , 4.3 Ventilation Requirements and Infiltration
Chair: Brad Cochran, P.E., Member, CPP Wind Engineering & Air Quality Consultants, Fort Collins, CO
Smart Labs enable safe and efficient world class science to occur in laboratories through high-performance methods. A Smart
Labs program employs a combination of physical, administrative, and management techniques to assess, optimize, manage and
maintain high performance laboratories. This session will look at the Smart Labs toolkit and resources, review the technology
choices for implementing smart ventilation strategies, and then listen to the experience of an implementer who is seeing the
safety and energy-savings results of Smart Labs through an integrated laboratory airflow management program.
1. Smart Labs Toolkit: A Guide to Enable Labs of the Future
Rachel Romero, P.E., Member, National Renewable Energy Laboratory, Golden, CO
2. Advanced Technologies Used in Smart Labs to Improve Safety and Reduce Energy Consumption
Tom Smith, Member, 3Flow, Cary, NC
3. Integrated Laboratory Airflow Management
Deirdre Carter, P.E., Lawrence Berkeley National Laboratory, Berkeley, CA

                                                   1:30 PM - 3:00 PM
                                                Seminar 19 (Intermediate)
Cutting-Edge Japanese Technologies SHASE Award for ZEB in 2019
Track: Cutting Edge Approaches

Room: Orange E
Sponsor: SHASE
Chair: Ryozo Ooka, Ph.D., Member, University of Tokyo Institute of Industrial Science, Tokyo, Japan
Three SHASE-awarded and "ZEB-oriented" office buildings are introduced in this session. The adopted technologies include:
natural ventilation, daylighting, building facade covered with plants, cool/heat tube, radiant heating/cooling system, thermo-
active building system, ground source heat pump, adsorption chiller with solar energy, independent AHUs for sensible and latent
heat and visual energy management system. Energy consumption was reduced by 50 to 70 percent compared to reference
buildings in these three buildings, which are located in the north, south and Tokyo, respectively.
1. Design and Performance Verification of Green Buildings with the Aid of TABS
Hiroshi Muramatsu, Nikken Sekkei Ltd., Tokyo, Japan
2. Medium-Sized Offices in Urban Areas Tackling Energy Consumption Reduction and Targeting ZEB
Akihiko Ota, CHD, Shimizu Corporation, Osaka, Japan
3. Environmental Systems and Equipment Design in ZEB City Halls in Cold Regions
Satoki Hoshino, Nihon Sekkei, Inc., Tokyo, Japan

                                                   1:30 PM - 3:00 PM
                                                Seminar 20 (Intermediate)
Occupant-Centric Building Design and Operation: State of the Art and Challenges, Part 2
Track: Big Data and Smart Controls

Room: Orange C
Sponsor: MTG.OBB Occupant Behavior in Buildings
Chair: Bing Dong, Ph.D., Member, Syracuse University, Syracuse, NY
Occupants live and work in buildings for 90% of their time. Depending on the building type and degree of automation, occupants
remain one of the greatest influences of building energy use. The goal of Annex 79 is to integrate and implement occupancy and
occupant behavior into the design process and building operation to improve both energy performance and occupant comfort.
There are four major activities of Annex 79. This seminar discusses the progress of each activity and covers the topics, including
multiple interdependent indoor environmental drivers, big data for occupant behavior and integrating behavior into design and
operation.
1. A True Smart Home Is a Healthy Home: Curated Sleep Environment As an Example
Jie Zhao, Delos LLC, New York, NY
2. Data-Driven Modelling and Research on Occupant Presence and Actions
Bing Dong, Ph.D., Member, Syracuse University, Syracuse, NY
3. How Occupant Data and Assumptions Are Used in Design Calculations and Code Compliance?
Tianzhen Hong, Ph.D., Member, Lawrence Berkeley National Laboratory, Berkeley, CA
4. What Do Occupants Want? Let’s Ask Them
Clayton Miller, Ph.D., National University of Singapore, Singapore, Singapore

                                                  1:30 PM - 3:00 PM
                                               Seminar 21 (Intermediate)
Putting People First: The Healing Power of Indoor Air
Track: Ventilation, IAQ and Air Distribution Systems

Room: Orlando VI
Sponsor: 5.11 Humidifying Equipment , Environmental Health
Chair: Stephanie Taylor, M.D., Member, Harvard Medical School, Infection Control Consultant, Boston, MA
Increasing numbers of people are struggling against virulent infections, allergic and inflammatory diseases. Are we missing an
important environmental factor that simultaneously makes us more vulnerable while it strengthens pathogenic micro-organisms?
This session presents data showing how IAQ is related to these alarming health trends, and how design and management of HVAC
systems can improve occupant health. Understanding the influence of IAQ on humans is not just theoretically interesting; it has
become an urgent topic for all of us. For those interested in the business case for managing IAQ to support occupant health,
financial models will be presented.
1. Putting People First: The Healing Power of Indoor Air
Stephanie Taylor, M.D., Member, Harvard Medical School, Infection Control Consultant, Boston, MA
2. Low Ambient Humidity Impairs Barrier Function and Innate Resistance Against Influenza Infection
Eriko Kudo, Ph.D., Yale Immunobiology Laboratory, New Haven, CT
3. Operating and Intensive Care Room Hospital Acquired Infection Prevention Safety Surveillance System
Damon Greeley, P.E., HFDP1 and Jennifer Wagner, Ph.D.2, (1)Onsite-LLC, Indianapolis, IN, (2)OnSite-LLC, Indianapolis, IN

                                                    1:30 PM - 3:00 PM
                                                    Seminar 22 (Basic)
Yay! For YEA! Refrigerants and Refrigeration Concepts for YEA Members, by YEA
Members
Track: HVAC&R Fundamentals and Applications

Room: Orange G
Sponsor: 3.2 Refrigerant System Chemistry, 3.1 Refrigerants and Secondary Coolants , TC 3.3, TC 3.4
Chair: Christopher Seeton, Ph.D., Member, Shrieve, The Woodlands, TX
This session focuses on the new refrigerants, lubricants, and refrigerant chemistry highlighted in the ASHRAE Handbook
chapters. The presenters are all YEA members in the TC Section 3 groups presenting the information in a way that is meaningful
to YEA members in attendance.
1. Refrigerant System Chemistry for Current and Future Refrigerants
Elyse Sorenson, Associate Member, Trane, Ingersoll Rand, La Crosse, WI
2. A World of Choices: How to Use the Handbook to Analyze New Refrigerants for Retrofits and New Construction
Ivan Rydkin, Member, Daikin-America, Orangeburg, NY
3. Refrigerants for Current and Futures Systems: New Builds
TBA (not confirmed), TBA, TBA, GA
4. Lubrication for Current and Future Refrigerants
Jessica Jude, The Lubrizol Corporation, Midland, MI

                                                   3:15 PM - 4:45 PM
                                                 Seminar 23 (Advanced)
The Great Energy Predictor Shootout III
Track: HVAC&R Fundamentals and Applications

Room: Orlando VI
Sponsor: 1.5 Computer Applications, 4.7 Energy Calculations
Chair: Jeff Haberl, Ph.D., Fellow ASHRAE, Texas A & M University, College Station, TX
This seminar presents the results of the long-awaited ASHRAE Predictor Shootout III competition to determine who has the most
accurate procedure(s) for automatically predicting whole-building energy use for a large number of buildings (i.e., big data).
Previous ASHRAE Shootout competitions were held in 1993 and 1995. This seminar includes presentations on how the contest
was organized; what approaches contestants used; and presents the winners of competition, as well as a discussion about the
importance of the competition to ASHRAE’s Strategic Research Goals.
1. Organization of the Predictor Shootout III
Krishnan Gowri, Ph.D., BEMP, Fellow ASHRAE, Intertek Building Science Solutions, Bothell, WA
2. Value of the Predictor Shootout III Competition
Chris Balbach, P.E., BEMP, Associate Member, Performance Systems Development, Ithaca, NY
3. Data Collection and Result Analysis for the Predictor Shootout III
Clayton Miller, Ph.D., National University of Singapore, Singapore, Singapore

                                               Monday, February 3

                                                     8:00 AM - 9:30 AM
                                                   Paper Session 9 (Basic)
Commemorating ASHRAE's 125th Anniversary: The Evolution of Energy Modeling
Track: HVAC&R Fundamentals and Applications
Room: Orange B
Sponsor: Historical Committee
Chair: Jeff Haberl, Ph.D., Fellow ASHRAE, Texas A & M University, College Station, TX
Celebrate ASHRAE's 125th anniversary with a discussion of how energy modeling has changed since the 1970s. Energy
modeling software has become an indispensable tool for engineering firms designing commercial buildings, especially when
owner objectives involve green or sustainable building.
1. 25 Year Evolution of a Worldwide Building Energy Simulation and Compliance Software Tool (OR-20-007)
Liam Buckley, CEng, BEMP, Member, IES Ltd., Oakland, CA
2. History of TRANE's Trace Software (Technical OR-20-008)
John Sustar, Member, TRANE, La Crosse, WI
3. Carrier HAP and the Evolution of Energy Modeling Tools (Technical OR-20-009)
James Pegues, Member, Carrier Corporation, Syracuse, NY

                                                      8:00 AM - 9:30 AM
                                                       Paper Session 10
CFD Modeling for Ventilation
Track: Ventilation, IAQ and Air Distribution Systems

Room: Orange A
Chair: Hyojin Kim, Ph.D., Member, New Jersey Institute of Technology, Newark, NJ
This session focuses on applications of computational fluid dynamics (CFD) to improve infection control in offices, sensor
placement for demand controlled ventilation, effects of door opening and designing ventilation for dairy barns. The first paper
analyzes the simulation of pollutant transmission characteristics in an office room with infectious person, including the ability of
the ventilation system to reduce the risk of infection inside such rooms. In the second paper, CO2-based demand controlled
ventilation has the potential to achieve energy saving while maintaining acceptable indoor air quality. However, sensor placement
is important. The third paper studies CFD of door opening, with the main aim of studying the change in airflow patterns with
respect to the wall location. The fourth paper presents actual modeling to design a real ventilation system for a 42,000ft2 dairy
farm in cold Canadian weather.
1. CFD Application to Improve Infection Control in Office Rooms (OR-20-C026)
Essam Khalil, Ph.D., P.E., Fellow ASHRAE1, Ahmed ElDegwy, Ph.D., P.E.1 and Mohammed Sobhi, Ph.D.2, (1)Cairo
University, Cairo, Egypt, (2)Madina Higher Institute for Engineering and Technology, Cairo, Egypt
2. Experimentally Validated CFD Analysis on the Optimal Sensor Location for the CO2-based Demand Controlled
Ventilation (OR-20-C027)
Gen Pei, Student Member1 and Donghyun Rim, Ph.D.2, (1)Pennsylvania State University, University Park, PA, State College,
PA, (2)Pennsylvania State University, State College, PA
3. The Effect of Boundary Conditions on Transient Airflow Patterns: A Numerical Investigation of Door Operation (OR-
20-C028)
Ehsan Mousavi, Ph.D., Associate Member and Arup Bhattacharya, Clemson University, Clemson, SC
4. Design Optimization for Dairy Barns Using Computational Fluid Dynamics (OR-20-C029)
Thomas M. Thibault, Affiliate1, Bernardo J. Majano, P.Eng.1, Natasha M. Lee, P.Eng.1, Murray P. Amirault, P.Eng.2 and
Donnie Anderson3, (1)R.V. Anderson Associates Limited, Toronto, ON, Canada, (2)R.V. Anderson Associates Limited, Moncton,
NB, Canada, (3)Quality Milk Management, Sussex, NB, Canada
8:00 AM - 9:30 AM
                                                     Paper Session 11
Occupancy Sensing and Occupant Wellbeing
Track: Big Data and Smart Controls

Room: Orange C
Chair: Jon Cohen, Member, ChemTreat, Inc., Richmond, VA
Occupancy sensing using WiFi and social media, as well as occupant-based control and satisfaction of occupants, are the focus of
this session. In the first paper, eight months of continuous Wi-Fi time series data is processed through a one-to-one occupancy-
count estimation function to develop predicted occupancy profiles for each day. In the second paper, social media could provide
new near-real-time data sources that might contain occupancy information in space and in time. The third paper aims at
quantifying the nationwide energy saving potential of implementing occupant-based controls for the HVAC system in typical
medium-sized office buildings using a whole building simulation program. The final study was a post occupancy evaluation
study, collecting technical attributes of building system and conducting environmental measurements as well as collecting
occupants' subjective responses via survey questionnaire.
1. Wi-Fi Based Occupancy Forecasting Using Clustering and Motif Identification: A Case Study (OR-20-C030)
Brodie W. Hobson, Student Member1, H. Burak Gunay, Ph.D., Associate Member1, Araz Ashouri, Ph.D., Associate Member2
and Guy Newsham, Ph.D.2, (1)Carleton University, Ottawa, ON, Canada, (2)National Research Council Canada, Ottawa, ON,
Canada
2. Occupancy Sensing in Buildings through Social Media from Semantic Analysis (OR-20-C031)
Xing Lu, Student Member1, Fan Feng, Student Member2 and Zheng O'Neill, Ph.D., P.E., Member2, (1)Texas A&M University,
College Station, TX, (2)University of Alabama, Tuscaloosa, AL
3. Nationwide Energy Saving Potential Evaluation for Office Buildings with Occupant-Based Building Controls (OR-20-
C032)
Zhihong Pang, Student Member1, Zheng O’Neill, Ph.D., P.E., Member2, Yan Chen3, Jian Zhang, Ph.D., Member4, Bing Dong,
Ph.D., Associate Member5 and Hwakong Cheng, P.E., Member6, (1)The University of Alabama, Tuscaloosa, AL, (2)University of
Alabama, Tuscaloosa, AL, (3)The Pennsylvania State University, University Park, PA, (4)Pacific Northwest National
Laboratory, Richland, WA, (5)University of Texas at San Antonio, San Antonio, TX, (6)Taylor Engineering LLC, Alameda, CA
4. Visual Environmental Parameters Associated with Visual Satisfaction in Multiple Office Buildings (OR-20-C033)
Young Joo Son1, Azizan Aziz1, Linhao Li2 and Vivian Loftness1, (1)Center for Building Performance and Diagnostics, School of
Architecture, Carnegie Mellon University, Pittsburgh, PA, (2)Delos Living LLC, New York, NY

                                                   8:00 AM - 9:30 AM
                                                 Seminar 24 (Advanced)
Advances in Ground Heat Exchanger Modeling
Track: Systems and Equipment

Room: Orange F
Sponsor: Pub. & Ed. Council
Chair: Jeffrey Spitler, Ph.D., P.E., Fellow ASHRAE, Oklahoma State University, Stillwater, OK
This session presents recent developments in modeling of ground heat exchangers used with ground-source heat pump systems.
These models are used for design and energy analysis. The seminar presentations are based on papers recently published in
ASHRAE's research journal, Science and Technology for the Built Environment.
1. Thermal Resistances of Double U-Tube Ground Heat Exchangers
Saqib Javed, Ph.D., Member, Lund University, Lund, Sweden
2. Long-Term Temperature Predictions in Fields of Series-Connected Boreholes Using the Analytical Finite Line Source
Solution
Massimo Cimmino, École Polytechnique de Montréal, Montréal, QC, Canada
3. Universal Short Time g*-Functions: Generation and Application
Michel Bernier, Ph.D., Fellow ASHRAE, Polytechnique Montréal, Montréal, QC, Canada

                                                  8:00 AM - 9:30 AM
                                               Seminar 25 (Intermediate)
ASHRAE Guidelines: The Path to Optimization of HVAC&R Systems and Equipment
Track: High Efficiency Design and Operation

Room: Orange G
Sponsor: 7.3 Operation and Maintenance Management, 7.9 Building Commissioning
Chair: Mina Agarabi, P.E., Member, Agarabi Engineering PLLC, New York, NY
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