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Zi-Peng Hu

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Open access Aug 2026

Online non-intrusive grid impedance estimation method for energy storage converters

Grid impedance has an important influence on the synchronization stability of grid-connected energy storage converters and their adaptability to weak grids. Conventional intrusive estimation methods require additional perturbations to be injected, which reduces power quality and complicates practical applications. This...

Yun-Kun Xiang, Kai Liu, Cheng Wan et al. · 0 citations
Open access Jul 2026

Gradient-Complementary Asynchronous Federated Learning for Multi-Task Anomaly Detection in Smart Grid

A gradient-complementary asynchronous federated learning framework, which explicitly models gradient complementarity as a distributed intelligence fusion mechanism for multi-task anomaly detection and validate the effectiveness of gradient complementarity as a general computational intelligence principle for distribute...

Qin-Bo Chen, Xiang-Hua Li, Hao-Zhi Li et al. · 0 citations

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