Minping Jia

Overview

Best Publications

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

  Unknown

  522
  Citations

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

  Xiaoan Yan;Minping Jia

  510
  Citations

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

  Unknown

  324
  Citations

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

  Yudong Cao;Yifei Ding;Minping Jia;Rushuai Tian

  316
  Citations

• Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network

  Unknown

  273
  Citations

• Application of CSA-VMD and optimal scale morphological slice bispectrum in enhancing outer race fault detection of rolling element bearings

  Unknown

  226
  Citations

• Self-supervised pretraining via contrast learning for intelligent incipient fault detection of bearings

  Yifei Ding;Jichao Zhuang;Peng Ding;Minping Jia

  219
  Citations

• A BiGRU method for remaining useful life prediction of machinery

  Daoming She;Daoming She;Minping Jia

  206
  Citations

• Engineering Applications of Intelligent Monitoring and Control 2014

  Qingsong Xu;Pak-Kin Wong;Minping Jia;Chengjin Zhang

  191
  Citations

• DCC-CenterNet: A rapid detection method for steel surface defects

  Rushuai Tian;Minping Jia

  190
  Citations

• Transfer learning for remaining useful life prediction of multi-conditions bearings based on bidirectional-GRU network

  Yudong Cao;Minping Jia;Peng Ding;Yifei Ding

  177
  Citations

• Compound fault diagnosis of rotating machinery based on OVMD and a 1.5-dimension envelope spectrum

  Xiaoan Yan;Minping Jia;Ling Xiang

  160
  Citations

• Semisupervised Graph Convolution Deep Belief Network for Fault Diagnosis of Electormechanical System With Limited Labeled Data

  Xiaoli Zhao;Minping Jia;Zheng Liu

  156
  Citations

• Multiscale cascading deep belief network for fault identification of rotating machinery under various working conditions

  Xiaoan Yan;Xiaoan Yan;Ying Liu;Minping Jia

  151
  Citations

• A convolutional neural network-based method for workpiece surface defect detection

  Junjie Xing;Minping Jia

  151
  Citations

• Normalized Conditional Variational Auto-Encoder with adaptive Focal loss for imbalanced fault diagnosis of Bearing-Rotor system

  Unknown

  149
  Citations

• Rolling Bearing Fault Diagnosis Based on VMD-MPE and PSO-SVM

  Unknown

  132
  Citations

• Deep Laplacian Auto-encoder and its application into imbalanced fault diagnosis of rotating machinery

  Xiaoli Zhao;Minping Jia;Mingyao Lin

  130
  Citations

• Remaining useful life estimation using deep metric transfer learning for kernel regression

  Yifei Ding;Minping Jia;Qiuhua Miao;Peng Huang

  117
  Citations

• Multistep forecasting for diurnal wind speed based on hybrid deep learning model with improved singular spectrum decomposition

  Xiaoan Yan;Ying Liu;Yadong Xu;Minping Jia

  112
  Citations

• Deep regularized variational autoencoder for intelligent fault diagnosis of rotor–bearing system within entire life-cycle process

  Xiaoan Yan;Daoming She;Yadong Xu;Minping Jia

  104
  Citations

• Model Reference Adaptive Control With Perturbation Estimation for a Micropositioning System

  Qingsong Xu;Minping Jia

  77
  Citations

• Multichannel fault diagnosis of wind turbine driving system using multivariate singular spectrum decomposition and improved Kolmogorov complexity

  Xiaoan Yan;Ying Liu;Yadong Xu;Minping Jia

  67
  Citations

• A novel unsupervised deep learning network for intelligent fault diagnosis of rotating machinery

  Xiaoli Zhao;Minping Jia

  60
  Citations

• Remaining Useful Life Estimation Under Multiple Operating Conditions via Deep Subdomain Adaptation

  Yifei Ding;Minping Jia;Yudong Cao

  60
  Citations

• Intelligent Fault Diagnosis of Multichannel Motor–Rotor System Based on Multimanifold Deep Extreme Learning Machine

  Xiaoli Zhao;Minping Jia;Peng Ding;Chen Yang

  58
  Citations

• Meta deep learning based rotating machinery health prognostics toward few-shot prognostics

  Peng Ding;Minping Jia;Xiaoli Zhao

  57
  Citations