Concepedia

A new bearing fault diagnosis method via simulation data driving transfer learning without target fault data

Wenbo Hou, Chunlin Zhang, Yunqian Jiang, Keshen Cai, Yanfeng Wang, Li Ni

Measurement · 2023 · 73 citations · 32 references

Concepts

ComputingComputer ScienceSystems EngineeringMachine LearningDiagnosisDiagnosticsFault DetectionFault DiagnosisSim-to-real TransferTransfer LearningBearing Fault DiagnosisBearing FaultsData-driven Fault DetectionData-driven Fault DiagnosisFault Detection Using Machine LearningFault Diagnosis AlgorithmsMachine Learning-based Fault Diagnosis

References

32

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

Computing, Computer Science, Data Mining +12

A theory of learning from different domains

Shai Ben-David, John Blitzer, Koby Crammer et al. · Machine Learning · 2009 · 3.5K citations · Full text

Computing, Computer Science, Machine Learning +7

Deep learning and its applications to machine health monitoring

Rui Zhao, Ruqiang Yan, Zhenghua Chen et al. · Mechanical Systems and Signal Processing · 2018 · 2.6K citations

Computing, Computer Science, Data Science +14

Rolling element bearing diagnostics—A tutorial

Robert B. Randall, Jérôme Antoni · Mechanical Systems and Signal Processing · 2010 · 2.5K citations

Engineering, Mechanical Engineering, Condition Assessment +10

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