FedIFL: A federated cross-domain diagnostic framework for motor-driven systems with inconsistent fault modes

Zexiao Wang, Yankai Wang, Xiaoqiang Liao +2

Due to the scarcity of industrial data, individual equipment users, particularly start-ups, struggle to independently train a comprehensive fault diagnosis model; federated learnin…