Naipeng Li

Best Publications

• Applications of machine learning to machine fault diagnosis: A review and roadmap

  Yaguo Lei;Bin Yang;Xinwei Jiang;Feng Jia

  2379
  Citations

• Machinery health prognostics: A systematic review from data acquisition to RUL prediction

  Yaguo Lei;Naipeng Li;Liang Guo;Ningbo Li

  2271
  Citations

• A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings

  Biao Wang;Yaguo Lei;Naipeng Li;Ningbo Li

  1564
  Citations

• A recurrent neural network based health indicator for remaining useful life prediction of bearings

  Liang Guo;Naipeng Li;Feng Jia;Yaguo Lei

  1183
  Citations

• A Model-Based Method for Remaining Useful Life Prediction of Machinery

  Yaguo Lei;Naipeng Li;Szymon Gontarz;Jing Lin

  643
  Citations

• Deep separable convolutional network for remaining useful life prediction of machinery

  Biao Wang;Yaguo Lei;Naipeng Li;Tao Yan

  368
  Citations

• Applications of stochastic resonance to machinery fault detection: A review and tutorial

  Zijian Qiao;Yaguo Lei;Yaguo Lei;Naipeng Li

  299
  Citations

• Recurrent convolutional neural network: A new framework for remaining useful life prediction of machinery

  Biao Wang;Yaguo Lei;Tao Yan;Naipeng Li

  281
  Citations

• XJTU-SY Rolling Element Bearing Accelerated Life Test Datasets: A Tutorial

  Unknown

  272
  Citations

• Machinery health indicator construction based on convolutional neural networks considering trend burr

  Liang Guo;Yaguo Lei;Naipeng Li;Tao Yan

  247
  Citations

• A Polynomial Kernel Induced Distance Metric to Improve Deep Transfer Learning for Fault Diagnosis of Machines

  Bin Yang;Yaguo Lei;Feng Jia;Naipeng Li

  242
  Citations

• Subdomain Adaptation Transfer Learning Network for Fault Diagnosis of Roller Bearings

  Zhijian Wang;Xinxin He;Bin Yang;Naipeng Li

  241
  Citations

• Multiscale Convolutional Attention Network for Predicting Remaining Useful Life of Machinery

  Biao Wang;Yaguo Lei;Naipeng Li;Wenting Wang

  221
  Citations

• Data-driven fault diagnosis method based on the conversion of erosion operation signals into images and convolutional neural network

  Unknown

  181
  Citations

• Intelligent Machinery Fault Diagnosis With Event-Based Camera

  Unknown

  170
  Citations

• Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks

  Unknown

  169
  Citations

• A new fault diagnosis method based on adaptive spectrum mode extraction

  Unknown

  168
  Citations

• Remaining useful life prediction based on a multi-sensor data fusion model

  Naipeng Li;Naipeng Li;Nagi Gebraeel;Yaguo Lei;Xiaolei Fang

  130
  Citations

• A label description space embedded model for zero-shot intelligent diagnosis of mechanical compound faults

  Saibo Xing;Yaguo Lei;Shuhui Wang;Na Lu

  115
  Citations

• A self-data-driven method for remaining useful life prediction of wind turbines considering continuously varying speeds

  Naipeng Li;Pengcheng Xu;Yaguo Lei;Xiao Cai

  108
  Citations