Publications

X Author: Mary Ann Piette

2020

Singh, Reshma, Anand Prakash, Mary Ann Piette, and Shreya Agarwal."A Community Energy Operations and Planning System: Concept, Use cases, Metrics, and Benefits."The American Council for an Energy-Efficient Economy (2020).
Liu, Jingjing, Rongxin Yin, Marco Pritoni, Mary Ann Piette, and Monica Neukomm."Developing and Evaluating Metrics for Demand Flexibility in Buildings: Comparing Simulations and Field Data."ACEEE Summer Study (2020). DOI(link is external)
Yoon, Nari, Leslie K. Norford, Ali Malkawi, Holly Samuelson, and Mary Ann Piette."Dynamic metrics of natural ventilation cooling effectiveness for interactive modeling."Building and Environment 180.106994 (2020). DOI(link is external)
Clark, Callie, Anand Prakash, Marco Pritoni, Margarita Kloss, Pranav Gupta, Bruce Nordman, and Mary Ann Piette."Harvesting the low-hanging fruit of high energy savings -- Virtual Occupancy using Wi-Fi Data."ACEEE Summer Study (2020).
Gerke, Brian F., Cong Zhang, Andrew Satchwell, Samanvitha Murthy, Mary Ann Piette, Elaina Present, Eric Wilson, Andrew Speake, and Rajendra Adhikari."Modeling the Interaction Between Energy Efficiency and Demand Response on Regional Grid Scales."ACEEE 2020 Summer Study on Energy Efficiency in Buildings (2020).
Gerke, Brian F., Giulia Gallo, Sarah Josephine Smith, Jingjing Liu, Shuba V. Raghavan, Peter Schwartz, Mary Ann Piette, Rongxin Yin, and Sofia Stensson."The California Demand Response Potential Study, Phase 3: Final Report on the Shift Resource through 2030." (2020). DOI(link is external)
Satchwell, Andrew, Peter Cappers, Jeff Deason, Sydney Forrester, Natalie Mims Frick, Brian F. Gerke, and Mary Ann Piette."A Conceptual Framework to Describe Energy Efficiency and Demand Response Interactions." (2020).
Malik, Jeetika, Ronita Bardhan, Tianzhen Hong, and Mary Ann Piette."Contextualising adaptive comfort behaviour within low-income housing of Mumbai, India."Building and Environment 177 (2020) 106877. DOI(link is external)
Yoon, Nari, Mary Ann Piette, Jung Min Han, Wentao Wu, and Ali Malkawi."Optimization of Window Positions for Wind-Driven Natural Ventilation Performance."Energies 13.10 (2020) 2464. DOI(link is external)
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette."Building thermal load prediction through shallow machine learning and deep learning."Applied Energy 263 (2020) 114683. DOI(link is external)
Piette, Mary Ann, Richard C. Diamond, Stephen E. Selkowitz, Stephane de la Rue du Can, Tianzhen Hong, Kaiyu Sun, Paul A. Mathew, Iain S. Walker, Alan K. Meier, Erik Page, Jessica Granderson, Nan Zhou, and Peter Alstone."Chapter 2: Global Opportunities and Challenges in Energy and Environmental Issues in the Buildings Sector."World Scientific Series in Current Energy Issues (2020). DOI(link is external)

2019

Piette, Mary Ann, Reshma Singh, and Anand Prakash."Evaluation of the Need for and Design of a City Energy Operations System."Proceedings of the 1st ACM International Workshop on Urban Building Energy Sensing, Controls, Big Data Analysis, and Visualization - UrbSys'19 (2019). DOI(link is external)
Singh, Reshma, Mary Ann Piette, Ashok J. Gadgil, Rajan Rawal, Narendra Bansal, Vishal Garg, Jyotirmay Mathur, Philip Haves, Paul A. Mathew, Christian Kohler, Mahabir Bhandari, Gail Brager, Vivian Loftness, Narendran Nadarajah, Ronnen M. Levinson, Richard E. Brown, Andre Desjarlais, Milind Rane, Sanyogita Manu, Yash Shukla, and Mona Doctor-Pingel."R&D and Implementation Outcomes From The U.S.-India Bilateral Center For Building Energy Research And Development Program." (2019). DOI(link is external)
Singh, Reshma, Baptiste Ravache, and Mary Ann Piette."Energy Modeling in Urban Districts: Forecast of multi-sector Energy Use and GHG Emissions." (2019).
Yin, Rongxin, Girish Ghatikar, and Mary Ann Piette."Big-Data Analytics for Electric Grid and Demand-Side Management." (2019).
Wang, Zhe, Tianzhen Hong, Mary Ann Piette, and Marco Pritoni."Inferring occupant counts from Wi-Fi data in buildings through machine learning."Building and Environment 158 (2019) 281 - 294. DOI(link is external)
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette."Predicting plug loads with occupant count data through a deep learning approach."Energy 181 (2019) 29 - 42. DOI(link is external)
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette."Data fusion in predicting internal heat gains for office buildings through a deep learning approach."Applied Energy 240 (2019) 386 - 398. DOI(link is external)
Blum, David, K. Arendt, Lisa Rivalin, Mary Ann Piette, Michael Wetter, and C.T. Veje."Practical factors of envelope model setup and their effects on the performance of model predictive control for building heating, ventilating, and air conditioning systems."Applied Energy 236 (2019) 410 - 425. DOI(link is external)
Granderson, Jessica, Guanjing Lin, David Blum, Janie Page, Michael Spears, and Mary Ann Piette."Integrating diagnostics and model-based optimization."Energy and Buildings 182 (2019) 187 - 195. DOI(link is external)

2018

Hooper, Barry, Tianzhen Hong, Danie Macumber, Sang Hoon Lee, Yixing Chen, Nicholas Long, Edwin Lee, Imma Regina Dela Cruz, Mary Ann Piette, and Jennifer Berg."The BayREN Integrated Commercial Retrofits (BRICR) Project: An Introduction and Preliminary Results."2018 Summer Study on Energy Efficiency in Buildings (2018). DOI(link is external)
Alstone, Peter, Mary Ann Piette, and Peter Schwartz."Integrating Demand Response and Distributed Resources in Planning for Large-scale Renewable Energy Integration."2018 Summer Study on Energy Efficiency in Buildings (2018). DOI(link is external)
Gallo, Giulia, Brian F. Gerke, Jingjing Liu, Mary Ann Piette, Peter Schwartz, and Peter Alstone."Mobilizing the Anti-Duck Brigade: Technology and Market Pathways for Load-Shifting Demand Response in California."2018 Summer Study on Energy Efficiency in Buildings (2018). DOI(link is external)
Hong, Tianzhen, Yixing Chen, Mary Ann Piette, and Xuan Luo."Modeling City Building Stock for Large Scale Energy Efficiency Improvements Using CityBES."2018 Summer Study on Energy Efficiency in Buildings (2018). DOI(link is external)
Piette, Mary Ann, Rebecca Zarin Pass, Reshma Singh, and Tianzhen Hong."Review of City Energy and Emissions Analysis Needs, Methods & Tools."2018 Summer Study on Energy Efficiency in Buildings (2018). DOI(link is external)