Wavelet based cutting state identification

被引:39
作者
Berger, BS [1 ]
Minis, I [1 ]
Harley, J [1 ]
Rokni, M [1 ]
Papadopoulos, M [1 ]
机构
[1] Univ Maryland, Dept Mech Engn, College Pk, MD 20742 USA
关键词
D O I
10.1006/jsvi.1997.1495
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Chatter and non-chatter cutting states, associated with the orthogonal cutting of stiff metal cylinders, are identified through an analysis of the ratios of the mean absolute deviations of details of the biorthogonal 6,8 wavelet decomposition of cutting force measurements. Sequences of cutting experiments were performed in which either depth of cut or turning frequency was varied. For light and medium cutting the mean absolute deviations of the ratios of details d(3) and d(4) is less than 7 while for chatter it is greater than 15. The kurtosis of detail d(3) is shown to identify transitions to chatter.
引用
收藏
页码:813 / 827
页数:15
相关论文
共 11 条
  • [1] [Anonymous], 1993, Ten Lectures of Wavelets
  • [2] [Anonymous], 1996, Wavelet toolbox
  • [3] Cutting state identification
    Berger, BS
    Minis, I
    Rokni, M
    Papadopoulos, M
    Deng, K
    Chavalli, A
    [J]. JOURNAL OF SOUND AND VIBRATION, 1997, 200 (01) : 15 - 29
  • [4] BIORTHOGONAL BASES OF COMPACTLY SUPPORTED WAVELETS
    COHEN, A
    DAUBECHIES, I
    FEAUVEAU, JC
    [J]. COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS, 1992, 45 (05) : 485 - 560
  • [5] WAVELETS AND RECURSIVE FILTER BANKS
    HERLEY, C
    VETTERLI, M
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1993, 41 (08) : 2536 - 2556
  • [6] TIME-SERIES BASED ANALYSIS FOR PRIMARY CHATTER IN METAL-CUTTING
    KHRAISHEH, MK
    PEZESHKI, C
    BAYOUMI, AE
    [J]. JOURNAL OF SOUND AND VIBRATION, 1995, 180 (01) : 67 - 87
  • [7] A NONLINEAR DYNAMIC-MODEL OF CUTTING
    LIN, JS
    WENG, CI
    [J]. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 1990, 30 (01) : 53 - 64
  • [8] Strang G., 1996, Wavelets and filter banks, Vsecond
  • [9] RECOGNITION OF CHATTER WITH NEURAL NETWORKS
    TANSEL, IN
    WAGIMAN, A
    TZIRANIS, A
    [J]. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 1991, 31 (04) : 539 - 552
  • [10] Tlusty J., 1978, CIRP ANN-MANUF TECHN, V27, P583