Qinghua Zhang

A rotating machinery fault diagnosis method based on multi-scale dimensionless indicators and random forests

Qin Hu, Xiaosheng Si, Qinghua Zhang et al. · Mechanical Systems and Signal Processing · 2020 · 162 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +13

Fault Diagnosis Based on Weighted Extreme Learning Machine With Wavelet Packet Decomposition and KPCA

Qin Hu, Aisong Qin, Qinghua Zhang et al. · IEEE Sensors Journal · 2018 · 121 citations

Fault Diagnosis, Reliability Engineering, Wavelet Packet Decomposition +15

Extreme learning Machine-based classifier for fault diagnosis of rotating Machinery using a residual network and continuous wavelet transform

Wei Hao, Qinghua Zhang, Minghu Shang et al. · Measurement · 2021 · 95 citations

Fault Diagnosis, Condition Monitoring, Engineering +10

Compound-Fault Diagnosis of Rotating Machinery: A Fused Imbalance Learning Method

Jingfei Zhang, Qinghua Zhang, Xiao He et al. · IEEE Transactions on Control Systems Technology · 2020 · 69 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +12

Concurrent Fault Diagnosis Based on Bayesian Discriminating Analysis and Time Series Analysis With Dimensionless Parameters

Aisong Qin, Qin Hu, Yunrong Lv et al. · IEEE Sensors Journal · 2018 · 66 citations

Fault Diagnosis, Engineering, Machine Learning +19