Minping Jia

A novel optimized SVM classification algorithm with multi-domain feature and its application to fault diagnosis of rolling bearing

Xiaoan Yan, Minping Jia · Neurocomputing · 2018 · 499 citations

Computing, Computer Science, Mechanical Engineering +14

A novel time–frequency Transformer based on self–attention mechanism and its application in fault diagnosis of rolling bearings

Yifei Ding, Minping Jia, Qiuhua Miao et al. · Mechanical Systems and Signal Processing · 2021 · 499 citations · Full text

Engineering, Electrical Engineering, Time Series Analysis +14

A novel temporal convolutional network with residual self-attention mechanism for remaining useful life prediction of rolling bearings

Yudong Cao, Yifei Ding, Minping Jia et al. · Reliability Engineering & System Safety · 2021 · 345 citations

Computing, Computer Science, Data Science +17

Intelligent fault diagnosis of rotating machinery using improved multiscale dispersion entropy and mRMR feature selection

Xiaoan Yan, Minping Jia · Knowledge-Based Systems · 2018 · 262 citations

Computing, Computer Science, Mechanical Engineering +14

A BiGRU method for remaining useful life prediction of machinery

Daoming She, Minping Jia · Measurement · 2020 · 242 citations

Engineering, Industrial Engineering, Machine Learning +8