Cargando…
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...
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 |
Ejemplares similares
-
Open database analysis of scaling and spatio-temporal properties of power grid frequencies
por: Rydin Gorjão, Leonardo, et al.
Publicado: (2020) -
Dynamically induced cascading failures in power grids
por: Schäfer, Benjamin, et al.
Publicado: (2018) -
Author Correction: Dynamically induced cascading failures in power grids
por: Schäfer, Benjamin, et al.
Publicado: (2018) -
Understanding Braess’ Paradox in power grids
por: Schäfer, Benjamin, et al.
Publicado: (2022) -
Asymmetry underlies stability in power grids
por: Molnar, Ferenc, et al.
Publicado: (2021)