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 · 572 citations

Fault Diagnosis, Engineering, Data Science +7

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 · 285 citations

Fault Diagnosis, Condition Monitoring, Engineering +8

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 · 121 citations

Fault Diagnosis, Condition Monitoring, Parameter Optimization +8

Support vector machine with parameter optimization by a novel hybrid method and its application to fault diagnosis

Xiaoyuan Zhang, Qiu Dao-yin, Chen Fu-An · Neurocomputing · 2014 · 89 citations

Fault Diagnosis, Support Vector Machine, Reliability Engineering +11

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

Xianbo Wang, Xiaoyuan Zhang, Zhen Li et al. · Knowledge-Based Systems · 2019 · 89 citations

Fault Diagnosis, Engineering, Machine Learning +9