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- W1987864810 abstract "The printing machine is a sort of large-scale equipment characterized by high speed and precision. A fault diagnosis method based on kernel principal component analysis (KPCA) and K-means clustering is developed to classify the types of feeding fault. The multidimensional and nonlinear data of printed image could be reduced by KPCA to make up the deficiency of the traditional K-means clustering method. In this paper, it is experimentally verified that the classification accuracy of the combined method is higher than the traditional clustering analysis method in feeding fault detection and diagnosis. This method provides a shortcut for the determination of fault sources and realizes multi-faults diagnosis of printing machinery efficiently" @default.
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- W1987864810 date "2015-01-01" @default.
- W1987864810 modified "2023-09-27" @default.
- W1987864810 title "Fault Diagnosis Method of Offset Printer Feeding Mechanism Based on Kernel Principal Component Analysis and K-Means Clustering" @default.
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- W1987864810 doi "https://doi.org/10.4028/www.scientific.net/amm.731.395" @default.
- W1987864810 hasPublicationYear "2015" @default.
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