Model predictive control (MPC)

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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Prakash, Anand, Flavia deAndrade Pereira, Mario Bergés, Marco Pritoni, and Burcu Akinci. "Ontologies at Work: Analyzing Information Requirements for Model Predictive Control in Buildings." Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. ACM, 2024. 214–218.

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.

Blum, David, and Michael Wetter. "MPCPy: An Open-Source Software Platform for Model Predictive Control in Buildings." Proceedings of the 15th IBPSA Conference: Building Simulation 2017. San Francisco, 2017.

Coffey, Brian E, and Eleanor S Lee. Model-based controls for integrated shading and UFAD control: Report on initial studies. 2011.