PV-Optimized Heat Pump Control in Multi-Family Buildings Using a Reinforcement Learning Approach

For the energy transition in the residential sector, heat pumps are a core technology for decarbonizing thermal energy production for space heating and domestic hot water. Electricity generation from on-site photovoltaic (PV) systems can also contribute to a carbon-neutral building stock. However, b...

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Autores principales:	Michael Bachseitz, Muhammad Sheryar, David Schmitt, Thorsten Summ, Christoph Trinkl, Wilfried Zörner
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2024-04-01
Colección:	Energies
Materias:	reinforcement learning PV-optimization heat pump multi-family building energy-management system
Acceso en línea:	https://www.mdpi.com/1996-1073/17/8/1908
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