2025
Horizontal Local-Squeezing Frequency-Domain Chirplet Transform.
IEEE Trans. Instrum. Meas., 2025

Generalized reassigning transform: Algorithm and applications.
Reliab. Eng. Syst. Saf., 2025

Multi-perception graph convolutional tree-embedded network for aero-engine bearing health monitoring with unbalanced data.
Reliab. Eng. Syst. Saf., 2025

Spatial-temporal graph attention contrastive learning for semi-supervised bearing fault diagnosis with limited labeled samples.
Comput. Ind. Eng., 2025

Time-frequency self-similarity enhancement network and its application in wind turbines fault analysis.
Adv. Eng. Informatics, 2025

Multi-scale dynamic graph mutual information network for planet bearing health monitoring under imbalanced data.
Adv. Eng. Informatics, 2025

2024
Local Optimal Scaling Chirplet Transform for Processing Nonstationary Mechanical Vibration Signals.
IEEE Trans. Instrum. Meas., 2024

High-Dimensional Synchrosqueezing Chirplet Transform for Analyzing Signals With Multiple Nonproportional Frequencies.
IEEE Trans. Instrum. Meas., 2024

Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise.
Adv. Eng. Informatics, 2024

Triplet attention-enhanced residual tree-inspired decision network: A hierarchical fault diagnosis model for unbalanced bearing datasets.
Adv. Eng. Informatics, 2024

2022
Adaptive Scaling Demodulation Transform: Algorithm and Applications.
IEEE Trans. Instrum. Meas., 2022

Comprehensive Remaining Useful Life Prediction for Rolling Element Bearings Based on Time-Varying Particle Filtering.
IEEE Trans. Instrum. Meas., 2022

2020
Generalized Vold-Kalman Filtering for Nonstationary Compound Faults Feature Extraction of Bearing and Gear.
IEEE Trans. Instrum. Meas., 2020

Novel Method for Vibration Sensor-Based Instantaneous Defect Frequency Estimation for Rolling Bearings Under Non-Stationary Conditions.
Sensors, 2020

2019
Deep convolutional neural network based planet bearing fault classification.
Comput. Ind., 2019