Jianzhong Zhou

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

An adaptively fast ensemble empirical mode decomposition method and its applications to rolling element bearing fault diagnosis

Xiaoming Xue, Jianzhong Zhou, Yanhe Xu et al. · Mechanical Systems and Signal Processing · 2015 · 135 citations

Numerical Analysis, Fault Diagnosis, Condition Monitoring +6

Day-ahead short-term load probability density forecasting method with a decomposition-based quantile regression forest

Feifei He, Jianzhong Zhou, Mo Li et al. · Applied Energy · 2020 · 117 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +7

A hybrid fault diagnosis approach based on mixed-domain state features for rotating machinery

Xiaoming Xue, Jianzhong Zhou · ISA Transactions · 2016 · 91 citations

Fault Diagnosis, Condition Monitoring, Engineering +7