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Revealing drivers and risks for power grid frequency stability with explainable AI

Stable operation of an electric power system requires strict operational limits for the grid frequency. Fluctuations and external impacts can cause large frequency deviations and increased control efforts. Although these complex interdependencies can be modeled using machine learning algorithms, the...

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Detalles Bibliográficos
Autores principales: Kruse, Johannes, Schäfer, Benjamin, Witthaut, Dirk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8600233/
https://www.ncbi.nlm.nih.gov/pubmed/34820648
http://dx.doi.org/10.1016/j.patter.2021.100365

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