Concepedia

Research on fault diagnosis method for hydraulic system of CFETR blanket transfer device based on CNN-LSTM

Xinpeng Guo, Kun Lü, Yong Cheng, Wenlong Zhao, Huapeng Wu, Dongyi Li, Junwei Li, Songzhu Yang, Yu Zhang

Fusion Engineering and Design · 2022 · 24 citations · 11 references

Concepts

EngineeringCivil EngineeringHydraulic EngineeringHydraulicsMachine LearningDeep LearningDiagnosisFault DetectionFault DiagnosisHydraulic MachineryHydraulic SystemsData-driven Fault DiagnosisFault Detection Using Deep LearningHydraulic System DiagnosticsMachine Learning For Fault DetectionNeural Network DiagnosticsNeural Network-based DiagnosisProcess Fault Diagnosis

References

11

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Proceedings of the IEEE International Conference on Image Processing

Andrew Calway · The Institute of Electrical and Electronics Engineers · 1996 · 1.6K citations

Arts, Computer Engineering, Computer Science +12

A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier

Levent Eren, Türker İnce, Serkan Kıranyaz · Journal of Signal Processing Systems · 2018 · 710 citations

Computing, Computer Science, Computer Vision +11

Bearing fault diagnosis based on vibro-acoustic data fusion and 1D-CNN network

Xin Wang, Dongxing Mao, Xiaodong Li · Measurement · 2020 · 608 citations

Computing, Computer Science, Computer Vision +15

A novel weak fault diagnosis method for rolling bearings based on LSTM considering quasi-periodicity

Dawei Gao, Yongsheng Zhu, Zhijun Ren et al. · Knowledge-Based Systems · 2021 · 138 citations

Engineering, Mechanical Engineering, Dynamical Systems +10