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Data-driven power system reliability evaluation based on stacked denoising auto-encoders

The increasing penetration of renewable energy resources in power systems inadvertently leads to a surge in the number of random states. The calculation of optimal load shedding for all the proliferated states is rather overwhelming. It has been considered a bottleneck in the reliability evaluation...

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Detalhes bibliográficos
Main Authors: Ziheng Dong, Kai Hou, Hongmin Meng, Xiaodan Yu, Hongjie Jia
Formato: Artigo
Idioma:Inglês
Publicado em: Elsevier 2022-04-01
Colecção:Energy Reports
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Acesso em linha:http://www.sciencedirect.com/science/article/pii/S2352484721012816
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