Energy management of buildings with energy storage and solar photovoltaic: A diversity in experience approach for deep reinforcement learning agents

Energy management of buildings with energy storage and solar photovoltaic: A diversity in experience approach for deep reinforcement learning agents

Deep reinforcement learning (DRL) is a suitable approach to handle uncertainty in managing the energy consumption of buildings with energy storage systems. Conventionally, DRL agents are trained by randomly selecting samples from a data set, which can result in overexposure to some data categories a...

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Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Akhtar Hussain, Petr Musilek
Formáid: Alt
Teanga:English
Foilsithe / Cruthaithe: Elsevier 2024-01-01
Sraith:Energy and AI
Ábhair:
Battery energy storage
Building demand management
Deep reinforcement learning
Diversity in experience
Energy management
Rochtain ar líne:http://www.sciencedirect.com/science/article/pii/S266654682300085X

Ar líne

http://www.sciencedirect.com/science/article/pii/S266654682300085X

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