Motor Fault Diagnosis Based on Scale Invariant Image Features

IEEE Transactions on Industrial Informatics(2022)

引用 25|浏览21
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摘要
Traditional fault diagnosis methods are easy to be affected by different working conditions. This article proposed a motor fault diagnosis method based on visual knowledge, to reduce the impact of changes in working conditions and improve the feature extraction ability. The mapping relationship between actual faults and image intuitive features by symmetrized dot pattern and scale-invariant featur...
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关键词
Feature extraction,Dictionaries,Fault diagnosis,Time-frequency analysis,Visualization,Data mining,Transforms
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