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Oliver Nießen

affiliation not provided to SSRN

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A Self-Optimizing Defrost Initiation Controller for Air-Source Heat Pumps: Experimental Validation of Deep Reinforcement Learning

Number of pages: 33 Posted: 09 May 2025
Jonas Klingebiel, Christoph Höges, Jannik Horst, Oliver Nießen, Valerius Venzik, Christian Vering and Dirk Müller
RWTH Aachen University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, RWTH Aachen University and RWTH Aachen University
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Abstract:

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hardware-in-the-loop, defrosting start control, self-optimizing control, Adaptive control, frost formation, energy efficiency, fault adaptation