Zhiqiang Liao

A novel Fast Entrogram and its applications in rolling bearing fault diagnosis

Kun Zhang, Yonggang Xu, Zhiqiang Liao et al. · Mechanical Systems and Signal Processing · 2021 · 161 citations

Engineering, Industrial Engineering, Mechanical Engineering +11

Rolling bearing fault diagnosis method using time-frequency information integration and multi-scale TransFusion network

Zekun Wang, Zifei Xu, Chang Cai et al. · Knowledge-Based Systems · 2023 · 64 citations

Computing, Biomedical Informatics, Time Series Analysis +11

A Novel Convolutional Neural Network for Low-Speed Structural Fault Diagnosis Under Different Operating Condition and Its Understanding via Visualization

Haihong Tang, Zhiqiang Liao, Peng Chen et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 45 citations

Computing, Computer Science, Visualization +17

A Robust Deep Learning Network for Low-Speed Machinery Fault Diagnosis Based on Multikernel and RPCA

Haihong Tang, Zhiqiang Liao, Peng Chen et al. · IEEE/ASME Transactions on Mechatronics · 2021 · 39 citations

Computing, Computer Science, Feature Engineering +16

A Precise Diagnosis Method of Structural Faults of Rotating Machinery based on Combination of Empirical Mode Decomposition, Sample Entropy, and Deep Belief Network

Zhaoyi Guan, Zhiqiang Liao, Ke Li et al. · Sensors · 2019 · 36 citations · Full text

Computing, Computer Science, Feature Engineering +16