Demand flexibility

Pereira, Flavia De Andrade, Marco Pritoni, Armando Casillas, Jessica Granderson, Lazlo Paul, Anand Prakash, Conor Shaw, Dimitrios Rovas, Susana Martin-Toral, Donal Finn, and James O’Donnell. "Bridging semantics, control specifications and assessment: A library for scalable demand flexibility controls." Control Engineering Practice 172 (2026) 106899.

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Ham, Sang woo, Donghun Kim, Lazlo Paul, Armando Casillas, Anand Prakash, Richard E Brown, and Marco Pritoni. "Machine learning-enhanced MPC for demand flexibility in small commercial buildings: An experimental study." Energy and Buildings 360 (2026) 117324.

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Zhu, Cindy, and Cynthia Regnier. Packages of Distributed Energy Technologies Demonstrating Demand Flexibility at Community Scale. 2025.

Technology Packages for DF Demos_Nov 2025.pdf

Paul, Lazlo, Sang woo Ham, Anand Prakash, Armando Casillas, Tao Yang, and Marco Pritoni. "HP-FLEX: Field demonstration of the semantics-driven configuration of a Model Predictive Control system to make heat pumps flexible." Phoenix, AZ, 2025.

Paul, Lazlo, Flavia De Andrade Pereira, Anand Prakash, Sang woo Ham, Jingjuan Feng, Rich Brown, and Marco Pritoni. "Open building operating system: a grid-responsive semantics-driven control platform for buildings." Science and Technology for the Built Environment 31.3 (2025) 294–311.

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Liu, Jingjing, Lili Yu, Rongxin Yin, Mary Ann Piette, Marco Pritoni, Armando Casillas, and Peter Schwartz. Factors Influencing Building Demand Flexibility. 2023.

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.

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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. Pacific Grove, CA: ACEEE, 2022.

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. Pacific Grove, CA: ACEEE, 2022.

Fauchier-Magnan, Nicolas, Joshua Morejohn, and Marco Pritoni. "A low-cost centralized HVAC control system solution for energy savings, load shedding, and improved maintenance." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.