Open access
Aug 2026
A zero-sequence-enhanced 7-channel MTF-ResNet18-MSA framework for transmission line fault diagnosis
Results indicate that the proposed model provides an effective representation-learning approach for simulated transmission-line fault classification, and independent validation under a retraining protocol further supports the reproducibility of the framework on another simulated power-line fault dataset.
Yan Lu, Wenjuan Zheng, Liming Wang
· Scientific Reports · 0 citations