Motor Fault Diagnosis Based on Short-time Fourier Transform and Convolutional Neural Network
Motor Fault Diagnosis Based on Short-time Fourier Transform and Convolutional Neural Network
About this item
Full title
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Publisher
Beijing: Chinese Mechanical Engineering Society
Journal title
Language
English
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Publisher
Beijing: Chinese Mechanical Engineering Society
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Scope and Contents
Contents
With the rapid development of mechanical equipment, the mechanical health monitoring field has entered the era of big data. However, the method of manual feature extraction has the disadvantages of low efficiency and poor accuracy, when handling big data. In this study, the research object was the asynchronous motor in the drivetrain diagnostics si...
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Full title
Motor Fault Diagnosis Based on Short-time Fourier Transform and Convolutional Neural Network
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Record Identifier
TN_cdi_wanfang_journals_jxgcxb_e201706009
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_wanfang_journals_jxgcxb_e201706009
Other Identifiers
ISSN
1000-9345
E-ISSN
2192-8258
DOI
10.1007/s10033-017-0190-5
