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Reinforcement Learning-Based Energy Management of Smart Home with Rooftop Solar Photovoltaic System, Energy Storage System, and Home Appliances

This paper presents a data-driven approach that leverages reinforcement learning to manage the optimal energy consumption of a smart home with a rooftop solar photovoltaic system, energy storage system, and smart home appliances. Compared to existing model-based optimization methods for home energy...

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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Lee, Sangyoon, Choi, Dae-Hyun
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6767655/
https://ncbi.nlm.nih.gov/pubmed/31547320
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19183937
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