Towards maximum efficiency in heat pump operation: Self-optimizing defrost initiation control using deep reinforcement learning

Author:

Klingebiel JonasORCID,Salamon Moritz,Bogdanov Plamen,Venzik Valerius,Vering ChristianORCID,Müller DirkORCID

Funder

Allianz Industrie Forschung

Bundesministerium für Wirtschaft und Klimaschutz

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Mechanical Engineering,Building and Construction,Civil and Structural Engineering

Reference52 articles.

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2. Influence of outdoor air conditions on the air source heat pumps performance;Vocale;Energy Procedia,2014

3. Experimental study on frost growth and dynamic performance of air source heat pump system;Guo;Appl. Therm. Eng.,2008

4. Frost formation: The influence of frost formation and defrosting on the performance of air coolers;Sanders,1974

5. Performances of air source heat pump system for a kind of mal-defrost phenomenon appearing in moderate climate conditions;Wang;Appl. Energy,2013

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