most citedPhysics-informed linear regression is competitive with two Machine Learning methods in residential building MPC

105 citations · 105 across the 2 of their papers we have counts for

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eess.SY2025

Semi-Data-Driven Model Predictive Control: A Physics-Informed Data-Driven Control Approach

Sebastian Zieglmeier, Mathias Hudoba de Badyn, Narada D. Warakagoda +2

Data-enabled predictive control (DeePC) has emerged as a powerful technique to control complex systems without the need for extensive modeling efforts. However, relying solely on o…