Parametric identification of a time-varying structure based on vector vibration response measurements

被引:90
作者
Spiridonakos, M. D. [1 ]
Fassois, S. D. [1 ]
机构
[1] Univ Patras, SMSA Lab, Dept Mech & Aeronaut Engn, GR-26500 Patras, Greece
关键词
Time-varying structures; Non-stationary vibration; Output-only identification; Vector time-dependent ARMA models; Time-frequency representations; Structural identification; LEAST-SQUARES ESTIMATION; DISTINCT GEAR STATES; NONSTATIONARY VIBRATION; SIGNALS; FREQUENCY;
D O I
10.1016/j.ymssp.2008.11.004
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The problem of parametric output-only identification of a time-varying structure based on vector random vibration signal measurements is considered. A functional series vector time-dependent autoregressive moving average (FS-VTARMA) method is introduced and employed for the identification of a "bridge-like" laboratory structure consisting of a beam and a moving mass. The identification is based on three simultaneously measured vibration response signals obtained during a single experiment. The method is judged against baseline modelling based on multiple "frozen-configuration" stationary experiments, and is shown to be effective and capable of accurately tracking the dynamics. Additional comparisons with a recursive pseudo-linear regression VTARMA (PLR-VTARMA) method and a short time canonical variate analysis (ST-CVA) subspace method are made and demonstrate the method's superior achievable accuracy and model parsimony. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2029 / 2048
页数:20
相关论文
共 53 条
  • [41] Wavelet based time-varying vector autoregressive modelling
    Sato, Joao R.
    Morettin, Pedro A.
    Arantes, Paula R.
    Amaro, Edson, Jr.
    [J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2007, 51 (12) : 5847 - 5866
  • [42] Implementation algorithms for self-identification of adaptive structures with variable geometric properties
    Senba, Atsuhiko
    Furuya, Hiroshi
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2008, 22 (01) : 1 - 14
  • [43] Subspace-based identification of linear time-varying system
    Shi, Z. Y.
    Law, S. S.
    Li, H. N.
    [J]. AIAA JOURNAL, 2007, 45 (08) : 2042 - 2050
  • [44] SPIRIDONAKOS M, MULTIVARIATE N UNPUB
  • [45] Spiridonakos MD, 2008, PROCEEDINGS OF ISMA 2008: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS. 1-8, P2577
  • [46] Van OverscheeP., 1996, SUBSPACE IDENTIFICAT
  • [47] Weisstein E.W., 1998, CRC CONCISE ENCY MAT, DOI DOI 10.1201/9781420035223
  • [48] Least-squares estimation with unknown excitations for damage identification of structures
    Yang, Jann N.
    Pan, Shuwen
    Lin, Silian
    [J]. JOURNAL OF ENGINEERING MECHANICS, 2007, 133 (01) : 12 - 21
  • [49] Identification of parametric variations of structures based on least squares estimation and adaptive tracking technique
    Yang, JN
    Lin, SL
    [J]. JOURNAL OF ENGINEERING MECHANICS, 2005, 131 (03) : 290 - 298
  • [50] Adaptive state detection of gearboxes under varying load conditions based on parametric modelling
    Zhan, YM
    Makis, V
    Jardine, AKS
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2006, 20 (01) : 188 - 221