First-Order Eigen-Perturbation Techniques for Real-Time Damage Detection of Vibrating Systems: Theory and Applications

被引:60
作者
Bhowmik, Basuraj [1 ,2 ]
Tripura, Tapas [3 ]
Hazra, Budhaditya [3 ]
Pakrashi, Vikram [2 ,4 ]
机构
[1] Univ Coll Dublin, Sch Mech & Mat Engn, Dublin D04FX62, Ireland
[2] Univ Coll Dublin, Ctr Marine & Renewable Energy Ireland, Dublin D04FX62, Ireland
[3] Indian Inst Technol Guwahati, Dept Civil Engn, Gauhati 781039, Assam, India
[4] Univ Coll Dublin, Sch Mech & Mat Engn, Dynam Syst & Risk Lab, Dublin D04FX62, Ireland
基金
爱尔兰科学基金会;
关键词
SINGULAR SPECTRUM ANALYSIS; PROPER ORTHOGONAL DECOMPOSITION; VARYING ENVIRONMENTAL-CONDITIONS; STATISTICAL PATTERN-RECOGNITION; RECURSIVE PRINCIPAL-COMPONENTS; BLIND SOURCE SEPARATION; EXTENDED KALMAN FILTER; TUNED-MASS DAMPERS; STRUCTURAL DAMAGE; MODAL-ANALYSIS;
D O I
10.1115/1.4044287
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
This manuscript provides a detailed synopsis of the contemporary advancements in the nascent area of real-time structural damage detection for vibrating systems. The paper mainly focuses on the theoretical development and engineering applications of algorithms that are based on first-order perturbation (FOP) techniques applied to vibration responses. The importance of this work stems from the fact that recent developments in the field of online structural health monitoring (SHM) have given rise to algorithms that are computationally complex and, consequently, are not amenable to real-time implementation. In this paper, we discuss and demonstrate the FOP-based algorithms in the light of all the contemporary nonadaptive/nonrecursive techniques to establish their relevance. We review 216 papers in this regard. The efficacy, efficiency, robustness, and the applicability of the FOP family of algorithms are highlighted in light of several experimental, theoretical, and field studies.
引用
收藏
页数:46
相关论文
共 217 条
[1]   A numerical study of structural damage detection using changes in the rotation of mode shapes [J].
Abdo, MAB ;
Hori, M .
JOURNAL OF SOUND AND VIBRATION, 2002, 251 (02) :227-239
[2]  
Aggarwal CC, 2001, SIGMOD RECORD, V30, P37
[3]   Experimental and numerical studies on model updating method of damage severity identification utilizing four cost functions [J].
An, Yonghui ;
Ou, Jinping .
STRUCTURAL CONTROL & HEALTH MONITORING, 2013, 20 (01) :107-120
[4]  
[Anonymous], 2016, STAT FUNCTION SPACE
[5]  
[Anonymous], 1928, J APPL MECH
[6]  
[Anonymous], 2012, MATRIX COMPUTATIONS
[7]  
[Anonymous], 2001, LIUIMTEX0062
[8]  
[Anonymous], 2007, STOCHASTIC TOOLS TUR
[9]  
[Anonymous], 1994, TIME SERIES ANAL
[10]  
[Anonymous], STRUCTURAL HLTH MONI