Structural Damage Detection Using Auto/Cross-Correlation Functions Under Multiple Unknown Excitations

被引:37
作者
Ni, Pinghe [1 ]
Xia, Yong [1 ]
Law, Siu-Seong [1 ]
Zhu, Songye [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
关键词
Damage detection; model updating; vibration response; auto/cross-correlation; output-only; EIGENSYSTEM REALIZATION-ALGORITHM; IDENTIFICATION; INPUT;
D O I
10.1142/S0219455414400069
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Traditional structural system identification and damage detection methods use vibration responses under single excitation. This paper presents an auto/cross-correlation function-based method using acceleration responses under multiple ambient white noise or impact excitations. The auto/cross-correlation functions are divided into two parts. One is associated with the structural parameters and the other with the energy of the excitation. These two parts are updated sequentially using a two-stage method. Numerical and experimental studies are conducted to demonstrate the accuracy and robustness of the proposed method. The effects of measurement noise and number of measurement points on the identification results are also studied.
引用
收藏
页数:18
相关论文
共 25 条
[1]  
Bendat J.S., 1980, Engineering applications of correlation and spectral analysis
[2]   Natural excitation technique and eigensystem realization algorithm for phase I of the IASC-ASCE benchmark problem: Simulated data [J].
Caicedo, JM ;
Dyke, SJ ;
Johnson, EA .
JOURNAL OF ENGINEERING MECHANICS, 2004, 130 (01) :49-60
[3]  
Doebling S. W., 1997, LAUR9738
[4]   Application of Neural Network for Prediction of Unmeasured Mode Shape in Damage Detection [J].
Goh, Lyn Dee ;
Bakhary, Norhisham ;
Rahman, Azlan Abdul ;
Ahmad, Baderul Hisham .
ADVANCES IN STRUCTURAL ENGINEERING, 2013, 16 (01) :99-113
[5]   Vibration-based damage detection of structures by genetic algorithm [J].
Hao, H ;
Xia, Y .
JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2002, 16 (03) :222-229
[6]   AN EIGENSYSTEM REALIZATION-ALGORITHM FOR MODAL PARAMETER-IDENTIFICATION AND MODEL-REDUCTION [J].
JUANG, JN ;
PAPPA, RS .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1985, 8 (05) :620-627
[7]   Structural damage detection with limited input and output measurement signals [J].
Lei, Ying ;
Jiang, Yongqiang ;
Xu, Zhiqian .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2012, 28 :229-243
[8]   Evaluation of earthquake-induced structural damages by wavelet transform [J].
Li, Hongnan ;
Yi, Tinghua ;
Gu, Ming ;
Huo, Linsheng .
PROGRESS IN NATURAL SCIENCE-MATERIALS INTERNATIONAL, 2009, 19 (04) :461-470
[9]   Improved damage identification in bridge structures subject to moving loads: Numerical and experimental studies [J].
Li, Jun ;
Law, S. S. ;
Hao, Hong .
INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, 2013, 74 :99-111
[10]   Condition assessment of structures under ambient white noise excitation [J].
Li, X. Y. ;
Law, S. S. .
AIAA JOURNAL, 2008, 46 (06) :1395-1404