On-line tool breakage detection in turning: a multi-sensor method

被引:15
作者
Colgan, J. [1 ]
Chin, H. [1 ]
Danai, K. [1 ]
Hayashi, S.R. [1 ]
机构
[1] Univ of Massachusetts, Amherst, United States
来源
Journal of engineering for industry | 1994年 / 116卷 / 01期
关键词
Hardness testing - Machine tools - Neural networks - Sensors - Statistical methods;
D O I
10.1115/1.2901801
中图分类号
学科分类号
摘要
A multi-sensor tool breakage detection system is introduced that characterizes the state of measurements during normal (no-fault) condition and at tool breakage by the two columns of a multi-valued influence matrix (MVIM). In this system the measurements against the two columns of MVIM, which are estimated during a training session so as to minimize the error in detection. The detection system is implemented in turning.
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页码:117 / 122
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