Control of a PVT-Heat-Pump-System Based on Reinforcement Learning–Operating Cost Reduction through Flow Rate Variation

Control of a PVT-Heat-Pump-System Based on Reinforcement Learning–Operating Cost Reduction through Flow Rate Variation

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This study aims to develop a controller to operate an energy system-consisting of a photovoltaic thermal (PVT) system combined with a heat pump, using the reinforcement learning approach to minimize the operating costs of the system. For this, the flow rate of the cooling fluid pumped through the PV...

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Bibliographic Details
Main Authors: John, D. (Author), Kaltschmitt, M. (Author)
Format: Article
Language:English
Published: MDPI 2022
Subjects:
Control approach
control approaches
Controllers
Cooling
Cooling fluids
Cost analysis
Cost benefit analysis
Cost reduction
Energy systems
Flow rate
Heat pump systems
Heat pumps
Operating cost analyse
operating cost analysis
Operating costs
Photovoltaic thermals
Photovoltaic/thermal systems
Pumps
PVT
reinforcement learning
Reinforcement learning
Reinforcement learning approach
Solar assisted heat pump
solar-assisted heat pump
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