Proceedings of the Korean Society of Precision Engineering Conference (한국정밀공학회:학술대회논문집)
- 1994.10a
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- Pages.15-19
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- 1994
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- 2005-8446(pISSN)
Fault Detection of Cutting Force in Turning Process using RBF/ART-1
RBF/ART1을 이용한 선삭에서 절삭력을 이상신호 검출
Abstract
The application of neural network for fault dection of cutting force in turning was introduced. This monitoring system consist of a RBF predicton model and a ART-1 pattern classifier. RBF prediction model predict a cutting force signal. Prediction error of predictor is used for a input vector of ART-1 pattern classifier. Prediction error could be successfully performed to fault signal monitoring of ART-1 pattern classifier.
Keywords