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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Detalles Bibliográficos
Autores principales: Lee, Sangyoon, Choi, Dae-Hyun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767655/
https://www.ncbi.nlm.nih.gov/pubmed/31547320
http://dx.doi.org/10.3390/s19183937

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6767655/
https://www.ncbi.nlm.nih.gov/pubmed/31547320
http://dx.doi.org/10.3390/s19183937

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