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Lan-Lan Liu

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Open access Sep 2026

An Intelligent Identification Strategy for Fault Types of Transmission Lines Through Unmanned Aerial Vehicle Inspection Based on Machine Learning Classification

A TCN-Transformer algorithm that integrates local temporal feature extraction and global attention mechanism is proposed, and an end-to-end classification prediction framework is constructed, effectively improving the accuracy and stability of transmission line fault identification in complex scenarios, and providing a...

Sha-Sha Peng, Lan-Lan Liu, Chong-Yu Xi · 0 citations

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