制造系统监控中模糊神经元网络的结构和应用

Structure of Fuzzy Neaural Network in Manufacturing System Monitoring and Its Application

摘要: 讨论了模糊自适应共振和模糊前反馈两类神经元网络的结构特点，以及在镗削过程中对切屑阻塞的判别和切削颤振预报中的应用.

Abstract: Nearal Network Technique was applied widely in manufacturing system monitoring. However, Fuzzy NNT will even be better in monitoring because of the uncertain feature of the system during the operation. Fuzzy NNT as well Fuzzy BP NNT are discussed in the paper. Also, the classification of chip status and the chatter diagnosis by using Fuzzy NNT.