A Residual Physics-Informed Neural Network Approach for Identifying Dynamic Parameters in Swing Equation-Based Power Systems

Several challenges hinder accurate and physically consistent dynamic parameter estimation in power systems, particularly under scenarios involving limited measurements, strong system nonlinearity, and high variability introduced by renewable integration. Although data-driven methods such as Physics-...

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Bibliographic Details
Main Authors: Jiani Zeng, Xianglong Li, Hanqi Dai, Lu Zhang, Weixian Wang, Zihan Zhang, Shengxin Kong, Liwen Xu
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Energies
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Online Access:https://www.mdpi.com/1996-1073/18/11/2888
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