Yongqiang Liu

Remaining Useful Life Estimation in Prognostics Using Deep Bidirectional LSTM Neural Network

Jiujian Wang, Guilin Wen, Shaopu Yang et al. · 2018 · 216 citations

Engineering, Machine Learning, Life Prediction +23

A new bearing fault diagnosis method based on signal-to-image mapping and convolutional neural network

Jing Zhao, Shaopu Yang, Qiang Li et al. · Measurement · 2021 · 156 citations

Fault Diagnosis, Signal-to-image Mapping, Convolutional Neural Network +10

Adaptive correlated Kurtogram and its applications in wheelset-bearing system fault diagnosis

Zechao Liu, Shaopu Yang, Yongqiang Liu et al. · Mechanical Systems and Signal Processing · 2020 · 72 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +6

The arc characteristics of cold metal transfer welding with AZ31 magnesium alloy wire

Shengsun Hu, Heng Zhang, Zhijiang Wang et al. · Journal of Manufacturing Processes · 2016 · 63 citations

Materials Science, Friction Welding, Engineering +9

A general multi-objective optimized wavelet filter and its applications in fault diagnosis of wheelset bearings

Shaopu Yang, Xiaohui Gu, Yongqiang Liu et al. · Mechanical Systems and Signal Processing · 2020 · 63 citations

Fault Diagnosis, Condition Monitoring, Engineering +7