Xiaoyuan Zhang

A novel bearing fault diagnosis model integrated permutation entropy, ensemble empirical mode decomposition and optimized SVM

Xiaoyuan Zhang, Yitao Liang, Jianzhong Zhou et al. · Measurement · 2015 · 579 citations

Computing, Computational Engineering, Mechanical Engineering +15

Multi-fault diagnosis for rolling element bearings based on ensemble empirical mode decomposition and optimized support vector machines

Xiaoyuan Zhang, Jianzhong Zhou · Mechanical Systems and Signal Processing · 2013 · 286 citations

Computing, Industrial Engineering, Mechanical Engineering +17

Compound feature selection and parameter optimization of ELM for fault diagnosis of rolling element bearings

Meng Luo, Chaoshun Li, Xiaoyuan Zhang et al. · ISA Transactions · 2016 · 122 citations

Computing, Mechanical Engineering, Feature Engineering +15

A novel fault diagnosis procedure based on improved symplectic geometry mode decomposition and optimized SVM

Xiaoyuan Zhang, Chaoshun Li, Xianbo Wang et al. · Measurement · 2020 · 94 citations

Computing, Computer Engineering, Computational Mechanics +12

Ensemble extreme learning machines for compound-fault diagnosis of rotating machinery

Xianbo Wang, Xiaoyuan Zhang, Zhen Li et al. · Knowledge-Based Systems · 2019 · 91 citations

Computing, Industrial Engineering, Mechanical Engineering +14