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Prediction of tool breakage in face milling using support vector machine

โœ Scribed by Yao-Wen Hsueh; Chan-Yun Yang


Publisher
Springer
Year
2007
Tongue
English
Weight
242 KB
Volume
37
Category
Article
ISSN
0268-3768

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Tool breakage diagnosis in face milling
โœ Yao-Wen Hsueh; Chan-Yun Yang ๐Ÿ“‚ Article ๐Ÿ“… 2009 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 757 KB

This paper introduces a new diagnosis technique for tool breakage in face milling using a support vector machine (SVM). The features of spindle displacement signals are first fed into the kernel-based SVM decision function. After the SVM learning procedure, the SVM can respond in real-time to automa