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    Transmission line fault identification method based on weighted federated learning and multimodal residual network

    Transmission line fault identification method based on weighted federated learning and multimodal residual network di Jian Wang, Fengkai Lin, Dongliang Nan, Qi Zhao, Han Xue, Jinxin Ouyang

    Pubblicazione 2025-09-01

    Although data-driven deep learning networks can be used for transmission line fault identification, the generalization performance of the algorithm will be seriously reduced in the face of “data islands” and class imbalance among fault samples in various regions. Therefore, this paper proposed a tra...

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