高技术通讯2001,Vol.11Issue(1):81-84,13,5.
基于混合智能的刀具状态在线识别
On-line Tool Condition Recognition Bascd on Hybrid Intelligence
摘要
Abstract
The tool condition directly affects the quality of workpiece and machining effic iency, and in the real-time monitoring process of machining, it is the importan t factor of implement of intelligent manufacturing. Consequently, an on-line in telligent monitoring system of tool condition that integrates wavelet packet tra nsforma fuzzy theory and artificial neural network(ANN)is brought forward. A FNN model isput forward for showing the relation beween tool co ndition nd features, the model adopt hybrid liarning algorithm that integrates s elf-organized competition learning and BP algorithm.关键词
刀具状态/小沙包/模糊神经网络/混合学习/声发射分类
信息技术与安全科学引用本文复制引用
路勇,姚英学,董申..基于混合智能的刀具状态在线识别[J].高技术通讯,2001,11(1):81-84,13,5.