Sheng-Chao Zhang

Time-frequency hybrid multilevel feature alignment domain adaptation network for cross-condition fault diagnosis of rolling bearings

Traditional fault diagnosis methods suffer from performance degradation when applied under varying operating conditions. This presents a critical challenge to the analysis of industrial systems, where distribution shifts in sensor data severely degrade diagnostic reliability. Domain adaptation approaches have shown pro...