Publications
Publications by Research Area
Publications by Division
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
Chen, Bingqing, Jonathan Francis, Marco Pritoni, Soummya Kar, and Mario Bergés."COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility."BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationProceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation
(2020). 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 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
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).
Touzani, Samir, Marc Wudunn, Avideh Zakhor, Marco Pritoni, Reshma Singh, Harry Bergmann, and Jessica Granderson."Machine Learning for Automated Extraction of Building Geometry."The American Council for an Energy-Efficient Economy
(2020).
Paliaga, Gwelen, Rupam Singla, Coleman Snaith, Spencer Lipp, Dhananjay Mangalekar, Hwakong Cheng, and Marco Pritoni."Re-Envisioning RCx: Achieving Max Potential HVAC Controls Retrofits through Modernized BAS Hardware and Software."2020 Summer Study on Energy Efficiency in Buildings
(2020). DOI
Alstone, Peter, Richard E. Brown, Marco Pritoni, David 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 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
Lin, Guanjing, Marco Pritoni, Yimin Chen, and Jessica Granderson."Development and Implementation of Fault-Correction Algorithms in Fault Detection and Diagnostics Tools."Energies
13 (2020). 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 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).
Pritoni, Marco, Rebecca Ford, Beth Karlin, and Angela Sanguinetti."Home energy management (HEM) database: A list with coded attributes of 308 devices commercially available in the US."Data in Brief
16 (2018) 71 - 74. DOI