Grinding Burn and Chatter Classification Using Genetic Programming

被引：3
|
作者：
Chen, Xun [1 ]
Griffin, James [2 ]
机构：
[1] Univ Huddersfield, Sch Comp & Engn, Huddersfield HD1 3DH, W Yorkshire, England
[2] Univ Nottingham, Sch Mech Mat & Mfg, Nottingham, England
来源：
ADVANCES IN ABRASIVE TECHNOLOGY XI | 2009年 / 389-390卷
关键词：
Grinding burn; Grinding chatter; Classification; Genetic Programming;
D O I：
10.4028/www.scientific.net/KEM.389-390.90
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
This paper looks at the multiple characteristics and investigations of two grinding anomalies: grinding burn and grinding chatter. A genetic programming (GP) of multiple classifications was investigated for different machining strategies and associated anomaly phenomena. Such a GP paradigm could evolve rules to provide the correlation between monitored signals and grinding phenomena. The investigation also looks at both Short-Time Fourier Transforms (STFT) and Wavelet Packet Transforms (WPT) to convert the raw acoustic emission (AE) signal into a time based frequency signal, segmented into different frequency bands. A set of encouraging results is presented.
引用
收藏
页码：90 / +
页数：2
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