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• W98787603 abstract "Shaft orbit is a significant diagnosis criterion, and its identification plays an important role in the fault diagnosis of large rotating machinery. The main difficulty of shaft orbit identification is how to extract the shape features automatically and effectively. Therefore, in this paper, a novel method named statistical fuzzy vector chain code (SFVCC) is proposed for the feature extraction of shaft orbit, which has such advantages as invariance, simple calculation and high separability. Furthermore, taking the extracted feature vectors as input, support vector machine (SVM) is utilized to identify various kinds of shaft orbits for rotating machinery. Comparative experiments are implemented, the results reveal that, compared with previous methods, the proposed method can identify the shaft orbit more effectively and efficiently with satisfactory accuracy." @default.
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• W98787603 date "2014-03-27" @default.
• W98787603 modified "2023-09-24" @default.
• W98787603 title "Shaft orbit identification for rotating machinery based on statistical fuzzy vector chain code and support vector machine" @default.
• W98787603 hasPublicationYear "2014" @default.
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