Concepedia

Intelligent fault diagnosis of rotating machinery based on one-dimensional convolutional neural network

Chunzhi Wu, Pengcheng Jiang, Chuang Ding, Fuzhou Feng, Chen Tang

Computers in Industry · 2019 · 349 citations · 18 references

Concepts

ComputingComputer ScienceIndustrial EngineeringComputer VisionElectric MachinesMachine LearningDeep LearningDiagnosisDiagnosticsFault DetectionFault DiagnosisPattern RecognitionConvolutional Neural NetworksMachine Fault DiagnosisMachine Learning-based Fault DiagnosisNeural Network-based DiagnosisRotating Machinery Diagnostics

References

18

Nearest neighbor pattern classification

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Computing, Computer Science, Data Mining +11

An Introduction to Support Vector Machines and Other Kernel‐based Learning Methods

Kybernetes · 2001 · 3.3K citations

Computing, Computer Science, Data Science +14

Convolutional Neural Network Based Fault Detection for Rotating Machinery

Olivier Janssens, Viktor Slavkovikj, Bram Vervisch et al. · Journal of Sound and Vibration · 2016 · 1.2K citations

Computing, Computer Science, Mechanical Engineering +14

A convolutional neural network based feature learning and fault diagnosis method for the condition monitoring of gearbox

Ming Zhao, Li Pin, Xiaoqiang Xu · Measurement · 2017 · 688 citations

Computing, Computer Science, Mechanical Engineering +16

Energy-Fluctuated Multiscale Feature Learning With Deep ConvNet for Intelligent Spindle Bearing Fault Diagnosis

Xiaoxi Ding, Qingbo He · IEEE Transactions on Instrumentation and Measurement · 2017 · 488 citations

Computing, Computer Science, Computer Vision +16