A Time-Domain Modal Parameter Identification for CNC Machine Tools Using Singular Spectrum Analysis (SSA)

被引:0
作者
Alonso, F. J. [1 ]
Salgado, D. R. [2 ]
Cambero, I [1 ]
机构
[1] Univ Extremadura, Dept Mech Energet & Mat Engn, Avda Elvas S-N, E-06071 Badajoz, Spain
[2] Univ Extremadura, Dept Mech Energet & Mat Engn, Merida 06800, Spain
来源
THIRD MANUFACTURING ENGINEERING SOCIETY INTERNATIONAL CONFERENCE: MESIC-09 | 2009年 / 1181卷
关键词
System identification; Output-only modal analysis; Singular Spectrum Analysis; Machine tools; SIGNALS; SEPARATION;
D O I
10.1063/1.3273655
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Modal parameter identification of machine tool axis drives is conventionally achieved by first obtaining frequency response curves from experimental data and then implementing a curve fitting procedure. The principal shortcomings of this procedure are the inherent limitations of the Fourier Transform method, used in obtaining the frequency responses, especially when non-stationary signals appear. As an alternative to the conventional method, a new time-domain modal parameter identification technique based in Singular Spectrum Analysis (SSA) is proposed and applied to CNC machine tool axis drive using output-data only.
引用
收藏
页码:385 / +
页数:2
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