Pengfei Liang

Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment

Pengfei Liang, Wenhui Wang, Xiaoming Yuan et al. · Engineering Applications of Artificial Intelligence · 2022 · 232 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Condition Monitoring +7

Intelligent fault diagnosis of rotating machinery via wavelet transform, generative adversarial nets and convolutional neural network

Pengfei Liang, Chao Deng, Jun Wu et al. · Measurement · 2020 · 227 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Convolutional Neural Network +9

Compound Fault Diagnosis of Gearboxes via Multi-label Convolutional Neural Network and Wavelet Transform

Pengfei Liang, Chao Deng, Jun Wu et al. · Computers in Industry · 2019 · 201 citations

Fault Diagnosis, Condition Monitoring, Engineering +8

Fault transfer diagnosis of rolling bearings across multiple working conditions via subdomain adaptation and improved vision transformer network

Pengfei Liang, Zhuoze Yu, Bin Wang et al. · Advanced Engineering Informatics · 2023 · 113 citations

Fault Diagnosis, Condition Monitoring, Image Analysis +9

Intelligent Fault Diagnosis via Semisupervised Generative Adversarial Nets and Wavelet Transform

Pengfei Liang, Chao Deng, Jun Wu et al. · IEEE Transactions on Instrumentation and Measurement · 2019 · 100 citations

Fault Diagnosis, Engineering, Machine Learning +17