Publications
Publications by Research Area
Publications by Division
X Author: Marco Pritoni
2020
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
Day, Julia, Claire McIlvennie, Connor Brackley, Mariantonietta Tarantini, Cristina Piselli, Jakob Hahn, William O'Brien, Vinu Subashini Rajus, Marilena De Simone, Mikkel Baun Kjærgaard, Marco Pritoni, Arno Schlüter, Yucan Peng, Marcel Schweiker, Gianmarco Fajilla, Cristina Becchio, Valentina Fabi, Giorgia Spigliantini, Ghadeer Derbas, and Anna Laura Pisello."A review of select human-building interfaces and their relationship to human behavior, energy use and occupant comfort."Building and Environment
178 (2020) 106920. 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).
Rivalin, Lisa, Marco Pritoni, Pascal Stabat, and Dominique Marchio."Adaptation of fan motor and VFD efficiency correlations using Bayesian inference."Science and Technology for the Built Environment
25.7 (2019) 836-848. DOI
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
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
Pritoni, Marco, Mary Ann Piette, and Bruce Nordman."Accessing Wi-Fi Data for Occupancy Sensing."
(2017). DOI
Wen, John T, Sandipan Mishra, Marco Pritoni, and David M Auslander."Operating Systems for Small/Medium Commercial Buildings."Intelligent Building Control Systems
(2017) 45 - 69. DOI
2015
Pritoni, Marco, Alan K Meier, Cecilia Aragon, Daniel Perry, and Therese Peffer."Energy efficiency and the misuse of programmable thermostats: The effectiveness of crowdsourcing for understanding household behavior."Energy Research & Social Science
8 (2015). DOI