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ART网络及其在故障诊断中的应用
引用本文:唐英,孙荣平,陈克致.ART网络及其在故障诊断中的应用[J].北京科技大学学报(英文版),1996(1).
作者姓名:唐英  孙荣平  陈克致
作者单位:北京科技大学机械工程学院
摘    要:与BP网络相比,ART网络具有自组织、自适应以及运行程度快等特点,因而在机械制造过程的故障诊断领域具有很大的应用前景,本文介绍了ART网络的工作机理,并设计了一种智能型的刀具状态监测系统,该系统已被成功在用于小直径钻头钻削状态识别。

关 键 词:神经网络,模式识别,诊断,刀具

ADAPTIVE RESONANCE NETWORK AND ITS APPLICATION IN MANUFACTURING FAULT DIAGNOSIS
TANG YING, SUN RONGPING, CHEN KEXING.ADAPTIVE RESONANCE NETWORK AND ITS APPLICATION IN MANUFACTURING FAULT DIAGNOSIS[J].Journal of University of Science and Technology Beijing,1996(1).
Authors:TANG YING  SUN RONGPING  CHEN KEXING
Abstract:Compared with BP network, ART network is characterized by self-organization, adaptation and fast run speed. So it is suitable for fault diagnosis tasks in manufacturing process. Structure and mechanism of ART network are introduced in this paper, and an intelligent tool condition monitoring system based on ART network is designed, and the successful detection of micro-diameter drill state in drilling has been carried out.
Keywords:neural network  pattern recognition  diagnosis  cutting tool
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