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A multi-scale time-series dataset with benchmark for machine learning in decarbonized energy grids

The electric grid is a key enabling infrastructure for the ambitious transition towards carbon neutrality as we grapple with climate change. With deepening penetration of renewable resources, the reliable operation of the electric grid becomes increasingly challenging. In this paper, we present PSML...

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Detalles Bibliográficos
Autores principales: Zheng, Xiangtian, Xu, Nan, Trinh, Loc, Wu, Dongqi, Huang, Tong, Sivaranjani, S., Liu, Yan, Xie, Le
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9214688/
https://www.ncbi.nlm.nih.gov/pubmed/35732656
http://dx.doi.org/10.1038/s41597-022-01455-7