Face milling monitoring using ART2 neural network

被引：0
|
作者：
Ma, J. [1 ]
Zheng, H. [1 ]
机构：
[1] Artillery Engineering, Dept. of Ordnance Engineering Coll., Shijiazhuang, 050003, China
来源：
Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis | 2001年 / 21卷 / 01期
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D O I：
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学科分类号：
摘要：
The vibration accelerations of the fixture of a milling machine are measured when milling with one to four cutters. The accelerations are fed as inputs into an ART2 neural network. Setting an adaptive vigilance parameter, the ART2 system can quickly and correctly learn to classify 4 analog input patterns into 4 recognition categories. The work is a successful application of ART2 system to milling monitoring.
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页码：50 / 53
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