Application of the Hilbert-Huang transform to machine tool condition/health monitoring

被引:0
|
作者
Leisk, GG [1 ]
Hsu, NN [1 ]
Huang, NE [1 ]
机构
[1] Natl Inst Stand & Technol, Mfg Engn Lab, Gaithersburg, MD 20899 USA
来源
REVIEW OF PROGRESS IN QUANTITATIVE NONDESTRUCTIVE EVALUATION, VOLS 21A & B | 2002年 / 615卷
关键词
D O I
暂无
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The machining process is highly dynamic, involving complicated interactions between a workpiece, cutting tool, and the machine tool itself. Appropriate vibration signal analysis can provide insight into the condition of both machine and process. In this paper, the utility of a new time-frequency technique for analyzing complicated time series data, known as the Hilbert-Huang Transform (HHT), is demonstrated. Preliminary analyses of vibration signals from end-milling tests are promising for future implementation of HHT in condition/health monitoring systems.
引用
收藏
页码:1711 / 1718
页数:8
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