Jian-Li Tang

Ensemble Fault Identification Method for Converter Valve Based on Multi-Model Feature Fusion and Dynamic Graph Network Modeling

Accurate fault identification is essential for reliable condition monitoring of converter valves in flexible DC transmission systems. Existing single-model methods are limited by architecture-specific feature extraction, while conventional multi-model fusion methods often neglect semantic inconsistency and sample-depen...