Towards maximum efficiency in heat pump operation: Self-optimizing defrost initiation control using deep reinforcement learning
Jonas Klingebiel, Moritz Salamon, Plamen Bogdanov, Valerius Venzik, Christian Vering, Dirk Müller
Topics & Concepts
DefrostingFrost (temperature)Reinforcement learningController (irrigation)Computer scienceRefrigerantSimulationAutomotive engineeringControl theory (sociology)Control (management)Air conditioningEngineeringArtificial intelligenceMechanical engineeringMaterials scienceHeat exchangerComposite materialAgronomyBiologyHeat Transfer and OptimizationRefrigeration and Air Conditioning Technologies