A new cepstral analysis procedure of recovering excitations for transient components of vibration signals and applications to rotating machinery condition monitoring

被引:32
作者
Zheng, GT [1 ]
Wang, WJ [1 ]
机构
[1] Harbin Inst Technol, Dept Astronaut & Appl Math, Harbin, Peoples R China
来源
JOURNAL OF VIBRATION AND ACOUSTICS-TRANSACTIONS OF THE ASME | 2001年 / 123卷 / 02期
关键词
D O I
10.1115/1.1356696
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
A new cepstral analysis procedure with the complex cepstrum for recovering excitations causing multiple transient signal components from vibration signals, especially from rotor vibration signals, has been developed. Along with the problem of singularity, a major problem of the cepstrum is that it cannot provide a correct distribution of the excitations. To solve these problems, a signal preprocessing method whose function is to provide a definition for the distribution of the excitations along the quefrency axis and remove singular points from the transform, has been added to the cepstrum analysis. With this procedure, a correct distribution of the excitations can be obtained. An example of application to the condition monitoring of rotor machinery is also presented.
引用
收藏
页码:222 / 229
页数:8
相关论文
共 21 条
  • [1] [Anonymous], 861246 SAE
  • [2] BRITTON JD, 1991, SAE T, V100, P1206
  • [3] Recent developments in the core of digital signal processing
    Chen, TH
    Vaidyanathan, PP
    Haykin, S
    Cohen, L
    Maragos, P
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 1999, 16 (01) : 16 - 31
  • [4] CEPSTRUM - GUIDE TO PROCESSING
    CHILDERS, DG
    SKINNER, DP
    KEMERAIT, RC
    [J]. PROCEEDINGS OF THE IEEE, 1977, 65 (10) : 1428 - 1443
  • [5] CHOI H, 1989, IEEE T ACOUST SPEECH, V37
  • [6] Chui C., 1992, An introduction to wavelets, V1
  • [7] Determination of frequency response functions from response measurements .1. Extraction of poles and zeros from response cepstra
    Gao, Y
    Randall, RB
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 1996, 10 (03) : 293 - 317
  • [8] CHAOTIC BEHAVIOR OF ROTOR-STATOR SYSTEMS WITH RUBS
    GOLDMAN, P
    MUSZYNSKA, A
    [J]. JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER-TRANSACTIONS OF THE ASME, 1994, 116 (03): : 692 - 701
  • [9] DEVELOPMENT OF AN ONLINE ROTOR CRACK DETECTION AND MONITORING-SYSTEM
    IMAM, I
    AZZARO, SH
    BANKERT, RJ
    SCHEIBEL, J
    [J]. JOURNAL OF VIBRATION ACOUSTICS STRESS AND RELIABILITY IN DESIGN-TRANSACTIONS OF THE ASME, 1989, 111 (03): : 241 - 250
  • [10] KUO YW, 1988, VIBR ROT MACH P I ME