Interpretable data-driven model predictive control of building energy systems using SHAP

Patrick Henkel, Tobias Kasperski, Phillip Stoffel, Dirk Müller 0005. Interpretable data-driven model predictive control of building energy systems using SHAP. In Alessandro Abate, Mark Cannon, Kostas Margellos, Antonis Papachristodoulou, editors, 6th Annual Learning for Dynamics & Control Conference, 15-17 July 2024, University of Oxford, Oxford, UK. Volume 242 of Proceedings of Machine Learning Research, pages 222-234, PMLR, 2024. [doi]

Abstract

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