Publications
Publications By Research Area
2023
Liu, Jingjing, Lili Yu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, and Peter Schwartz."Factors Influencing Building Demand Flexibility."
(2023). DOI
2022
Liu, Jingjing, Rongxin Yin, Lili Yu, Mary Ann Piette, Marco Pritoni, Armando Casillas, Jiarong Xie, Tianzhen Hong, Monica Neukomm, and Peter Schwartz."Defining and applying an electricity demand flexibility benchmarking metrics framework for grid-interactive efficient commercial buildings."Advances in Applied Energy
8 (2022) 100107. DOI
Liu, Jingjing, Lili Yu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, Monica Neukomm, and Amir Roth."Benchmarking Demand Flexibility in Commercial Buildings and Flattening the Duck – Addressing Baseline and Commissioning Challenges."2022 Summer Study on Energy Efficiency in Buildings
(2022). DOI
Prakash, Anand, Marco Pritoni, Margarita Kloss, Mary Ann Piette, Michel Kamel, and Dotty Hage."Cloud-Control of Legacy Building Automation System: A case study."2022 Summer Study on Energy Efficiency in Buildings
(2022). DOI
Yu, Lili, Jingjing Liu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, Monica Neukomm, and Amir Roth."When Do Efficiency and Demand Flexibility Go Hand-in-hand?."2022 Summer Study on Energy Efficiency in Buildings
(2022). DOI
2021
Li, Han, Zhe Wang, Tianzhen Hong, and Mary Ann Piette."Energy flexibility of residential buildings: A systematic review of characterization and quantification methods and applications."Advances in Applied Energy
3 (2021) 100054. DOI
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
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).
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, 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
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
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
2018
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
2017
Granderson, Jessica, Guanjing Lin, David Blum, Shankar Earni, Janie Page, and Mary Ann Piette."Optimizing Operational Efficiency: Integrating Energy Information Systems and Model-Based Diagnostics."
(2017). DOI
2016
Granderson, Jessica, Marco Bonvini, Mary Ann Piette, Janie Page, Guanjing Lin, and R. 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