Publications

2021

Wetter, Michael, Jianjun Hu, Anand Prakash, Paul Ehrlich, Gabe Fierro, Milica Grahovac, Marco Pritoni, Lisa Rivalin, and Dave Robin."Modelica-json: Transforming energy models to digitize the control delivery process."IBPSA Building Simulation Conference 2021 (2021).
Luo, Na, Marco Pritoni, and Tianzhen Hong."An overview of data tools for representing and managing building information and performance data."Renewable and Sustainable Energy Reviews 147 (2021) 111224. DOI

2020

Fierro, Gabe, Marco Pritoni, Moustafa Abdelbaky, Daniel Lengyel, John Leyden, Anand Prakash, Pranav Gupta, Paul Raftery, Therese Peffer, Greg Thomson, and David Culler."Mortar: An Open Testbed for Portable Building Analytics."ACM Transactions on Sensor Networks 16.1 (2020) 1 - 31. DOI
Fierro, Gabe, Anand Prakash, Cory Mosiman, Marco Pritoni, Paul Raftery, Michael Wetter, and David Culler."Interactive Metadata Integration with Brick."BuildSys '20: Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (2020). DOI
Bergmann, Harry, Cory Mosiman, Avijit Saha, Selam Haile, William Livingood, Steven Bushby, Gabe Fierro, Joel Bender, Michael Poplawski, Jessica Granderson, and Marco Pritoni."Semantic Interoperability to Enable Smart, Grid-Interactive Efficient Buildings."2020 Summer Study on Energy Efficiency in Buildings (2020). DOI
Fierro, Gabe, Anand Prakash, Cory Mosiman, Marco Pritoni, Paul Raftery, Michael Wetter, and David Culler."Shepherding Metadata Through the Building Lifecycle."BuildSys '20: Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (2020). DOI
McIlvennie, Claire, Angela Sanguinetti, and Marco Pritoni."Of impacts, agents, and functions: An interdisciplinary meta-review of smart home energy management systems research."Energy Research & Social Science 68 (2020) 101555. DOI
Pritoni, Marco, Anand Prakash, David H. Blum, Kun Zhang, Rui Tang, and Jessica Granderson."Advanced control sequences and FDD technology. Just shiny objects, or ready for scale?."ACEEE Summer Study 2020 (2020). DOI
Sanguinetti, Angela, Claire McIlvennie, Marco Pritoni, and Susan Schneider."Beyond Curtailment and Efficiency: Identifying Household Energy- and Water-Saving Measure Classes."ACEEE Summer Study (2020). DOI
Lin, Guanjing, Marco Pritoni, Yimin Chen, Jessica Granderson, Ricardo Moromisato, and Stephen Kozlen."Can We Fix It Automatically? Development of Fault Auto-Correction Algorithms for HVAC and Lighting Systems."ACEEE Summer Study (2020). DOI
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
Alstone, Peter, Richard E. Brown, Marco Pritoni, David H. Blum, Kun Zhang, and Anand Prakash."Resilient buildings for fire-adapted landscapes: EE and flexible loads integrated with solar and storage microgrids."ACEEE Summer Study 2020 (2020).
McIlvennie, Claire, Christopher Koliba, and Marco Pritoni."Who Controls Energy in the Smart Home? A Multidisciplinary Taxonomy."2020 Summer Study on Energy Efficiency in Buildings (2020). DOI
Prakash, Anand, Kun Zhang, Pranav Gupta, David H. Blum, Marc Marshall, Gabe Fierro, Peter Alstone, James Zoellic, Richard E. Brown, and Marco Pritoni."Solar+ Optimizer: A Model Predictive Control Optimization Platform for Grid Responsive Building Microgrids."Energies 13.12 (2020) 3093. DOI
Prakash, Anand, Samir Touzani, Mariam Kiran, Shreya Agarwal, Marco Pritoni, and Jessica Granderson."Deep Reinforcement Learning in Buildings: Implicit Assumptions and their Impact."RLEM'20: Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities (2020). DOI

2019

Meier, Alan K., Tsuyoshi Ueno, and Marco Pritoni."Using data from connected thermostats to track large power outages in the United States."Applied Energy 256 (2019) 113940. DOI
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
Van Cutsem, Olivier, Maher Kayal, David H. Blum, and Marco Pritoni."Comparison of MPC Formulations for Building Control under Commercial Time-of-Use Tariffs."IEEE PowerTech Milan 2019 (2019).
Nordman, Bruce, Margarita Kloss, Bijit Kundu, Nate Dewart, Anand Prakash, Laura Wong, Alanna Torres, Rachel Levine, Marco Pritoni, Jordan Shackelford, Heidi Werner, Rahul Athalye, Aditya Khandekar, Callie Clark, Chris Uraine, and Rebecca Aviles."Energy Reporting: Device Demonstration, Communication Protocols, and Codes and Standards." (2019).
Meier, Alan K., Leo I. Rainer, Abigail A. Daken, Tsuyoshi Ueno, Marco Pritoni, and Dan Baldewicz."What can connected thermostats tell us about American heating and cooling habits?."ECEEE 2019 SUMMER STUDY (2019).

2018

Pritoni, Marco, Chris Weyandt, Diedre Carter, and John Elliott."Towards a Scalable Model for Smart Buildings."ACEEE Summer Study on Energy Efficiency in Buildings (2018).
Panagopoulos, Athanasios Aris, Michail Katsigiannis, Marco Pritoni, Gabe Fierro, Daniel Lengyel, Therese Peffer, Georgios Chalkiadakis, and David Culler."Dealing with Expected Thermal Discomfort."ACEEE Summer Study on Energy Efficiency in Buildings (2018).
Pritoni, Marco, Angela Sanguinetti, Rebecca Ford, and Beth Karlin."Smart Home Energy Management: Use Cases and Savings Opportunities."ACEEE Summer Study on Energy Efficiency in Buildings (2018).

2017

Ford, Rebecca, Marco Pritoni, Angela Sanguinetti, and Beth Karlin."Categories and functionality of smart home technology for energy management."Building and Environment 123 (2017) 543 - 554. DOI
Pritoni, Marco, Kiernan Salmon, Angela Sanguinetti, Joshua Morejohn, and Mark Modera."Occupant thermal feedback for improved efficiency in university buildings."Energy and Buildings 144 (2017) 241 - 250. DOI