Concepedia

A novel cross-domain fault diagnosis method based on model agnostic meta-learning

Tianyuan Yang, Tang Tang, Jingwei Wang, Chuanhang Qiu, Ming Chen

Measurement · 2022 · 71 citations · 25 references

Concepts

ComputingComputer EngineeringComputer ScienceFault-tolerant ComputingFault-tolerant SystemsMachine LearningDiagnosisDiagnosticsFault DetectionFault DiagnosisFault ModelingMeta-learningCross-domain DiagnosisMachine Learning-based Fault DiagnosisModel-agnostic Meta-learningModel-based Fault DetectionModel-based Fault Diagnosis

References

25

Adversarial Discriminative Domain Adaptation

Eric Tzeng, Judy Hoffman, Kate Saenko et al. · 2017 · 5K citations

Computing, Computer Science, Computer Vision +14

Recurrence Plots of Dynamical Systems

Jean‐Pierre Eckmann, Sylvie Oliffson Kamphorst, David Ruelle · Europhysics Letters (EPL) · 1987 · 3.3K citations

Natural Sciences, Mathematics, Differential Equations +13

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

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning

Siyu Shao, Stephen McAleer, Pierre Baldi · IEEE Transactions on Industrial Informatics · 2018 · 1.6K citations

Computing, Computer Science, Mechanical Engineering +17

Deep Residual Shrinkage Networks for Fault Diagnosis

Minghang Zhao, Shisheng Zhong, Xuyun Fu et al. · IEEE Transactions on Industrial Informatics · 2019 · 1.4K citations

Computing, Computer Science, Feature Engineering +16