RBF/ART1을 이용한 선삭에서 절삭력을 이상신호 검출

Fault Detection of Cutting Force in Turning Process using RBF/ART-1

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.