Deep learning-based intelligent fault identification for power transmission lines
A deep learning-based intelligent fault identification method that employs a deep neural network to learn fault characteristics directly from transmission line monitoring data, thereby reducing dependence on manual feature extraction and achieving better identification accuracy, stability, and generalization performanc...