Zhi-Xin Yang

Novel Particle Swarm Optimization-Based Variational Mode Decomposition Method for the Fault Diagnosis of Complex Rotating Machinery

Xianbo Wang, Zhi-Xin Yang, Xiaoan Yan · IEEE/ASME Transactions on Mechatronics · 2017 · 287 citations

Numerical Analysis, Fault Diagnosis, Condition Monitoring +15

A systematic literature review on intelligent automation: Aligning concepts from theory, practice, and future perspectives

Kam K.H. Ng, Chun‐Hsien Chen, C. K.M. Lee et al. · Advanced Engineering Informatics · 2021 · 237 citations · Full text

Artificial Intelligence, Process Automation, Systematic Literature Review +12

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

Real-time fault diagnosis for gas turbine generator systems using extreme learning machine

Pak Kin Wong, Zhi-Xin Yang, Chi‐Man Vong et al. · Neurocomputing · 2013 · 157 citations

Fault Diagnosis, Reliability Engineering, Engineering +8