Wenpeng Liu

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

The Mkurtogram: A Novel Method to Select the Optimal Frequency Band in the AC Domain for Railway Wheelset Bearings Fault Diagnosis

Wenpeng Liu, Shaopu Yang, Li Qiang et al. · Applied Sciences · 2020 · 17 citations · Full text

Fault Diagnosis, Engineering, Measurement +16

Adaptive single-mode variational mode decomposition and its applications in wheelset bearing fault diagnosis

Cuixing Li, Yongqiang Liu, Yingying Liao et al. · Measurement Science and Technology · 2022 · 13 citations

Numerical Analysis, Fault Diagnosis, Condition Monitoring +10

DTMSgram: a novel optimal demodulation frequency band selection method for wheelset bearings fault diagnosis under wheel-rail excitation

Wenpeng Liu, Shaopu Yang, Yongqiang Liu et al. · Measurement Science and Technology · 2023 · 10 citations · Full text