Concepedia

Transfer learning based on improved stacked autoencoder for bearing fault diagnosis

Shuyang Luo, Xufeng Huang, Yanzhi Wang, Rongmin Luo, Qi Zhou

Knowledge-Based Systems · 2022 · 102 citations · 44 references

Concepts

ComputingComputer ScienceIndustrial EngineeringFeature EngineeringMachine LearningSensor FusionDiagnosisFault DetectionFault DiagnosisPattern RecognitionRepresentation LearningTransfer LearningBearing Fault DiagnosisBearing FaultsMachine Learning For Fault DetectionMachine Learning-based Fault DiagnosisNeural Network-based Diagnosis

References

44

Rolling element bearing diagnostics using the Case Western Reserve University data: A benchmark study

Wade A. Smith, Robert B. Randall · Mechanical Systems and Signal Processing · 2015 · 2.5K citations · Full text

Engineering, Mechanical Engineering, Finite Element Analysis +11

International Conference on Artificial Neural Networks

Habiboulaye Amadou Boubacar · Neural Networks · 1990 · 2.1K citations

Computing, Computer Science, Algorithms +12

A New Deep Transfer Learning Based on Sparse Auto-Encoder for Fault Diagnosis

Long Wen, Liang Gao, Xinyu Li · IEEE Transactions on Systems Man and Cybernetics Systems · 2017 · 1.1K citations

Computing, Computer Science, Industrial Engineering +17

Machine Health Monitoring Using Local Feature-Based Gated Recurrent Unit Networks

Rui Zhao, Dongzhe Wang, Kezhi Mao et al. · IEEE Transactions on Industrial Electronics · 2017 · 874 citations

Computing, Computer Science, Feature Engineering +16

A survey on Deep Learning based bearing fault diagnosis

Duy-Tang Hoang, Hee‐Jun Kang · Neurocomputing · 2018 · 811 citations

Computing, Computer Science, Mechatronics Engineering +14