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 · 242 citations

Computing, Computer Science, Industrial Engineering +17

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

Pengfei Liang, Chao Deng, Jun Wu · Measurement · 2020 · 237 citations

Computing, Computer Science, Mechanical Engineering +17

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 · 215 citations

Computing, Computer Science, Mechanical Engineering +16

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 · 122 citations

Engineering, Computer Science, Maintenance Engineering +13

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 · 103 citations

Computing, Computer Science, Industrial Engineering +17