Shumin Hou

Fault diagnosis for wind turbine planetary gearboxes via demodulation analysis based on ensemble empirical mode decomposition and energy separation

Zhipeng Feng, Ming Liang, Zhang Yi et al. · Renewable Energy · 2012 · 312 citations

Fault Diagnosis, Condition Monitoring, Engineering +6

L-Kurtosis and its application for fault detection of rolling element bearings

Shaopeng Liu, Shumin Hou, Kongde He et al. · Measurement · 2017 · 74 citations

Fault Diagnosis, Condition Monitoring, Engineering +4

Short-term fault prediction based on support vector machines with parameter optimization by evolution strategy

Shumin Hou, You‐Rong Li · Expert Systems with Applications · 2009 · 59 citations

Fault Diagnosis, Support Vector Machine, Reliability Engineering +11

Multi-scale autocorrelation via morphological wavelet slices for rolling element bearing fault diagnosis

Chuan Li, Ming Liang, Yi Zhang et al. · Mechanical Systems and Signal Processing · 2012 · 58 citations

Fault Diagnosis, Condition Monitoring, Engineering +8

Method using L-kurtosis and enhanced clustering-based segmentation to detect faults in axial piston pumps

Qiang Gao, Jiawei Xiang, Shumin Hou et al. · Mechanical Systems and Signal Processing · 2020 · 50 citations

Fault Diagnosis, Condition Monitoring, Engineering +6