Search Results for author: Manuel Koch

Found 2 papers, 0 papers with code

A comparison of methods to eliminate regularization weight tuning from data-enabled predictive control

no code implementations1 May 2023 Manuel Koch, Colin N. Jones

Data-enabled predictive control (DeePC) is a recently established form of Model Predictive Control (MPC), based on behavioral systems theory.

Model Predictive Control

Adaptive Robust Data-driven Building Control via Bi-level Reformulation: an Experimental Result

no code implementations10 Jun 2021 Yingzhao Lian, Jicheng Shi, Manuel Koch, Colin Neil Jones

Data-driven control approaches for the minimization of energy consumption of buildings have the potential to significantly reduce deployment costs and increase uptake of advanced control in this sector.

LEMMA

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