PhysiCausalNet: A Causal- and Physics-Driven Domain Generalization Network for Cross-Machine Fault Diagnosis of Unseen Domain.
IEEE Trans. Ind. Informatics, June, 2024
Causal Disentanglement: A Generalized Bearing Fault Diagnostic Framework in Continuous Degradation Mode.
IEEE Trans. Neural Networks Learn. Syst., September, 2023
Causal Consistency Network: A Collaborative Multimachine Generalization Method for Bearing Fault Diagnosis.
IEEE Trans. Ind. Informatics, April, 2023
Whitening-Net: A Generalized Network to Diagnose the Faults Among Different Machines and Conditions.
IEEE Trans. Neural Networks Learn. Syst., 2022
Health Indicator Construction Method of Bearings Based on Wasserstein Dual-Domain Adversarial Networks Under Normal Data Only.
IEEE Trans. Ind. Electron., 2022
Intelligent Fault Diagnosis With Deep Adversarial Domain Adaptation.
IEEE Trans. Instrum. Meas., 2021
A Current Signal-Based Adaptive Semisupervised Framework for Bearing Faults Diagnosis in Drivetrains.
IEEE Trans. Instrum. Meas., 2021
A Local Weighted Multi-Instance Multilabel Network for Fault Diagnosis of Rolling Bearings Using Encoder Signal.
IEEE Trans. Instrum. Meas., 2020