Marco Pritoni

Publications

Viewing 25 of 72 publications

2021

Bennani, Imane Lahmam, Anand Prakash, Marina Zafiris, Lazlo Paul, Carlos Duarte Roa, Paul Raftery, Marco Pritoni, and Gabe Fierro. "Query relaxation for portable brick-based applications." BuildSys ’21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. Coimbra, Portugal: ACM, 2021.

Touzani, Samir, Anand Prakash, Zhe Wang, Shreya Agarwal, Marco Pritoni, Mariam Kiran, Richard E Brown, and Jessica Granderson. "Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency." Applied Energy (2021).

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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. Brugge, Belgium, 2021.

Touzani, Samir, Anand Prakash, Zhe Wang, Shreya Agarwal, Marco Pritoni, Mariam Kiran, Richard E Brown, and Jessica Granderson. "Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency." Applied Energy 304 (2021) 117733.

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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.

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Lin, Guanjing, Marco Pritoni, Yimin Chen, Christopher Weyandt, Raphael Vitti, and Jessica Granderson. "Fault “Auto-correction” for HVAC Systems: A Preliminary Study." The 6th International High Performance Buildings Conference at Purdue. 2021.

2022

Pritoni, Marco, Guanjing Lin, Yimin Chen, Raphael Vitti, Christopher Weyandt, and Jessica Granderson. "From fault-detection to automated fault correction: a field study." Building and Environment 214 (2022).

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2020

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.

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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.

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.

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.

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.

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.

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. Virtual Event JapanNew York, NY, USA: ACM, 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.

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. Japan, 2020.

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.

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. Japan, 2020.

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.

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.

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. Virtual, 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.

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.

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.