2025
RTFNN: A refined time-frequency neural network for interpretable intelligent diagnosis of aero-engine.
Adv. Eng. Informatics, 2025

2024
Adaptive Global Noise Suppression Deep Deconvolution for Weak Fault Signature Mining of Aero-Engine Accessory Casing.
IEEE Trans. Instrum. Meas., 2024

Deep signal separation for adaptive estimation of instantaneous phase from vibration signals.
Expert Syst. Appl., 2024

2023
Deep time-frequency learning for interpretable weak signal enhancement of rotating machineries.
Eng. Appl. Artif. Intell., 2023

2020
GMPSO-VMD Algorithm and Its Application to Rolling Bearing Fault Feature Extraction.
Sensors, 2020

Gear Fault Diagnosis Based on Genetic Mutation Particle Swarm Optimization VMD and Probabilistic Neural Network Algorithm.
IEEE Access, 2020

Robust H-infinity State Estimation of Uncertain Neural Networks with Two Additive Time-Varying Delays.
Proceedings of the Machine Learning and Artificial Intelligence, 2020

2017
State estimation for BAM neural networks with mixed time delays.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017