Xingwu Zhang

A sparse auto-encoder-based deep neural network approach for induction motor faults classification

Wenjun Sun, Siyu Shao, Rui Zhao et al. · Measurement · 2016 · 682 citations

Fault Diagnosis, Engineering, Machine Learning +5

Matching synchrosqueezing transform: A useful tool for characterizing signals with fast varying instantaneous frequency and application to machine fault diagnosis

Shibin Wang, Xuefeng Chen, Ivan Selesnick et al. · Mechanical Systems and Signal Processing · 2017 · 196 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +12

Deep-Learning-Based Open Set Fault Diagnosis by Extreme Value Theory

Xiaolei Yu, Zhibin Zhao, Xingwu Zhang et al. · IEEE Transactions on Industrial Informatics · 2021 · 186 citations

Extreme Value Theory, Fault Diagnosis, Convolutional Neural Network +14

Sparse regularization for force identification using dictionaries

Baijie Qiao, Xingwu Zhang, Chenxi Wang et al. · Journal of Sound and Vibration · 2016 · 138 citations

Sparse Representation, Engineering, Pattern Recognition +5

Sparse deconvolution for the large-scale ill-posed inverse problem of impact force reconstruction

Baijie Qiao, Xingwu Zhang, Jiawei Gao et al. · Mechanical Systems and Signal Processing · 2016 · 123 citations

Numerical Analysis, Sparse Deconvolution, Engineering +9