Physics-Informed Machine Learning for Power Grid Frequency Modeling

The operation of power systems is affected by diverse technical, economic, and social factors. Social behavior determines load patterns, electricity markets regulate the generation, and weather-dependent renewables introduce power fluctuations. Thus, power system dynamics must be regarded as a nonau...

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Bibliographic Details
Main Authors: Johannes Kruse, Eike Cramer, Benjamin Schäfer, Dirk Witthaut
Format: Article
Language:English
Published: American Physical Society 2023-10-01
Series:PRX Energy
Online Access:http://doi.org/10.1103/PRXEnergy.2.043003
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