Publications

2021

Wang, Zhe, Tianzhen Hong, Han Li, and Mary Ann Piette."Predicting city-scale daily electricity consumption using data-driven models."Advances in Applied Energy 2 (2021) 100025. DOI

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
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
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
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
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

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
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
Singh, Reshma, Baptiste Ravache, and Mary Ann Piette."Energy Modeling in Urban Districts: Forecast of multi-sector Energy Use and GHG Emissions." (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
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
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

2018

Pass, Rebecca Zarin, Michael Wetter, and Mary Ann Piette."A thermodynamic analysis of a novel bidirectional district heating and cooling network."Energy 144 (2018) 20 - 30. DOI

2017

Chen, Yixing, Tianzhen Hong, and Mary Ann Piette."Automatic Generation and Simulation of Urban Building Energy Models Based on City Datasets for City-Scale Building Retrofit Analysis." (2017).

2016

Pass, Rebecca Zarin, Michael Wetter, and Mary Ann Piette."A Tale of Three District Energy Systems: Metrics and Future Opportunities."2016 ACEEE Summer Study on Energy Efficiency in Buildings (2016).
Granderson, Jessica, Marco Bonvini, Mary Ann Piette, Janie Page, Guanjing Lin, and R. Lily Hu."Can We Practically Bring Physics-based Modeling Into Operational Analytics Tools?."Proceedings of the 2016 ACEEE Summer Study on Energy Efficiency in Buildings, Pacific Grove, CA, August 2016 (2016).

2015

Price, Phillip N., Mary Ann Piette, Jessica Granderson, and John Elliott."Automated Measurement and Verification of Transactive Energy Systems, Load Shape Analysis, and Consumer Engagement."GridWise® Architecture Council Transactive Energy Conference (2015).
Price, Phillip N., Bruce Nordman, Mary Ann Piette, Richard E. Brown, Janie Page, Steven Lanzisera, and Jessica Granderson."Automated Measurement and Verification and Innovative Occupancy Detection Technologies." (2015).
Mills, Evan, Jessica Granderson, Wanyu R. Chan, Richard C. Diamond, Philip Haves, Bruce Nordman, Paul A. Mathew, Mary Ann Piette, Gerald Robinson, and Stephen E. Selkowitz."Green, Clean, & Mean: Pushing the Energy Envelope in Tech Industry Buildings." (2015).
Granderson, Jessica, Phillip N. Price, Stephen Czarnecki, Janie Page, Richard E. Brown, and Mary Ann Piette."Development of Diagnostic and M&V Agents, and Implementation in an Occupied Office Environment." (2015).

2014

Bonvini, Marco, Michael D. Sohn, Jessica Granderson, Michael Wetter, and Mary Ann Piette."Robust on-line fault detection diagnosis for HVAC components based on nonlinear state estimation techniques."Applied Energy 124 (2014) 156 - 166. DOI

2013

Piette, Mary Ann, Richard E. Brown, Phillip N. Price, Janie Page, Jessica Granderson, David Riess, Stephen Czarnecki, Girish Ghatikar, and Steven Lanzisera."Automated Measurement and Signaling Systems for the Transactional Network." (2013).
Pang, Xiufeng, Tianzhen Hong, and Mary Ann Piette."Improving Building Performance at Urban Scale with a Framework for Real-time Data Sharing." (2013).

2012

Piette, Mary Ann, Jessica Granderson, Michael Wetter, and Sila Kiliccote."Responsive and Intelligent Building Information and Control for Low-Energy and Optimized Grid Integration."ACEEE 2012 Summer Study on Energy Efficiency in Buildings, August 12-17, 2012 (2012).