Model predictive control (MPC)

Ham, Sang woo, Donghun Kim, Tanya Barham, and Kent Ramseyer. "The first field application of a low-cost MPC for grid-interactive K-12 schools: Lessons-learned and savings assessment." Energy and Buildings 296 (2023) 113351.

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Gehbauer, Christoph, Douglas R Black, and Peter Grant. "Advanced control strategies to manage electric vehicle drivetrain battery health for Vehicle-to-X applications." Applied Energy 345 (2023) 121296.

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Zanetti, Ettore, Donghun Kim, David Blum, Rossano Scroccia, and Marcello Aprile. "Performance comparison of quadratic, nonlinear, and mixed integer nonlinear MPC formulations and solvers on an air source heat pump hydronic floor heating system." Journal of Building Performance Simulation (2022) 1–19.

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Paul, Lazlo, Anand Prakash, Kun Zhang, Marco Pritoni, and Richard E Brown. "SolarPlus Optimizer: Integrated Control of Solar, Batteries, and Flexible Loads for Small Commercial Buildings." 2022 ACEEE Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Kim, Donghun, Zhe Wang, James Brugger, David Blum, Michael Wetter, Tianzhen Hong, and Mary Ann Piette. "Site demonstration and performance evaluation of MPC for a large chiller plant with TES for renewable energy integration and grid decarbonization." Applied Energy 321 (2022) 119343.

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Blum, David, Zhe Wang, Chris Weyandt, Donghun Kim, Michael Wetter, Tianzhen Hong, and Mary Ann Piette. "Field demonstration and implementation analysis of model predictive control in an office HVAC system." Applied Energy 318 (2022) 119104.

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Chen, Qiong, Nan Li, and Wei Feng. "Model predictive control optimization for rapid response and energy efficiency based on the state-space model of a radiant floor heating system." Energy and Buildings 238 (2021) 110832.

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Drgoňa, Ján, Javier Arroyo, Iago Cupeiro Figueroa, David Blum, Krzysztof Arendt, Donghun Kim, Enric Perarnau Ollé, Juraj Oravec, Michael Wetter, Draguna L Vrabie, and Lieve Helsen. "All you need to know about model predictive control for buildings." Annual Reviews in Control (2020).

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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.

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Pang, Xiufeng, Carlos Duarte, Philip Haves, and Frank Chuang. "Testing and demonstration of model predictive control applied to a radiant slab cooling system in a building test facility." Energy and Buildings 172 (2018) 432–441.

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