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An Improved Deep Reinforcement Learning Method for Dispatch Optimization Strategy of Modern Power Systems

As a promising information theory, reinforcement learning has gained much attention. This paper researches a wind-storage cooperative decision-making strategy based on dueling double deep Q-network (D3QN). Firstly, a new wind-storage cooperative model is proposed. Besides wind farms, energy storage...

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Detalles Bibliográficos
Autores principales: Zhai, Suwei, Li, Wenyun, Qiu, Zhenyu, Zhang, Xinyi, Hou, Shixi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10048285/
https://www.ncbi.nlm.nih.gov/pubmed/36981434
http://dx.doi.org/10.3390/e25030546