2025
Algorithm Unrolling Network With Learnable Sparse Regularization for Interpretable Mechanical Anomaly Detection.
IEEE Trans. Ind. Informatics, May, 2025

Multilevel Refinement Convolutional Dictionary Learning for High-Speed Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2025

Unrolled sparse coding via lifting wavelet for interpretable intelligent fault diagnosis.
Reliab. Eng. Syst. Saf., 2025

Efficient belief rule-based network for planetary gearbox wear state characterization using multi-channel lubricant debris information.
Inf. Fusion, 2025

2024
Optimized Online Remaining Useful Life Prediction for Nuclear Circulating Water Pump Considering Time-Varying Degradation Mechanism.
IEEE Trans. Ind. Informatics, September, 2024

Time-Frequency Postprocessing Method Based on Generalized S-Transform and Its Application to Aeroengine Rotor System Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2024

CIS2N: Causal independence and sparse shift network for rotating machinery fault diagnosis in unseen domains.
Reliab. Eng. Syst. Saf., 2024

Predictive maintenance system for high-end equipment in nuclear power plant under limited degradation knowledge.
Adv. Eng. Informatics, 2024

Indicator-assisted Sparse Morphological Decomposition for High-speed Bearing Diagnosis.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

2023
AFARN: Domain Adaptation for Intelligent Cross-Domain Bearing Fault Diagnosis in Nuclear Circulating Water Pump.
IEEE Trans. Ind. Informatics, March, 2023

2021
Unsupervised Learning from Videos for Object Discovery in Single Images.
Symmetry, 2021

2017
Locally Linear Embedding on Grassmann Manifold for Performance Degradation Assessment of Bearings.
IEEE Trans. Reliab., 2017

TQWT-based multi-scale dictionary learning for rotating machinery fault diagnosis.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2015
Nonlinear squeezing time-frequency transform for weak signal detection.
Signal Process., 2015

2014
Nonlinear squeezing transform for weak signal detection.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014