A Dynamic Equilibrium-Based Damage Identification Method Free of Structural Baseline Parameters: Experimental Validation in a Two-Dimensional Plane Structure

被引:7
作者
Xu, Hao [1 ]
Zhou, Qi [2 ]
Cao, Maosen [3 ]
Su, Zhongqing [4 ]
Wu, Zhanjun [1 ]
机构
[1] Dalian Univ Technol, Sch Aeronaut & Astronaut, Fac Vehicle Engn & Mech, State Key Lab Struct Anal Ind Equipment, 1 Integrated Expt Bldg,2 Linggong Rd, Dalian 116024, Liaoning, Peoples R China
[2] Dalian Univ Technol, Sch Aeronaut & Astronaut, Fac Vehicle Engn & Mech, State Key Lab Struct Anal Ind Equipment, Expt Bldg Aeronaut & Astronaut,2 Linggong Rd, Dalian 116024, Liaoning, Peoples R China
[3] Hohai Univ, Dept Engn Mech, Le Xue Bldg,8 Fo Cheng Xi Rd, Nanjing 210098, Jiangsu, Peoples R China
[4] Hong Kong Polytech Univ, Dept Mech Engn, EF 605, Kowloon 999077, Hong Kong, Peoples R China
基金
美国国家科学基金会;
关键词
Damage identification; Dynamic equilibrium; Vibration; Statistical estimation; Measurement noise; LOCALIZATION; FLEXIBILITY; FREQUENCY; WAVES;
D O I
10.1061/(ASCE)AS.1943-5525.0000895
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
A damage identification method named the pseudoexcitation (PE) approach was established previously, the principle of which resides on local examination of perturbation of structural dynamic equilibrium conditions. While showing significant sensitivity to structural damage with small sizes, the approach exhibited high vulnerability to measurement noise owing to the involvement of high-order derivatives of the vibration displacements in the expression of the damage index. On the other hand, several baseline parameters (e.g.,Young's modulus and density) are necessary to implement the approach and limits the practical application of the approach. A weak formulation of the PE approach was established to circumvent the interference from measurement noise. However, the weak formulation of two-dimensional (2D) structural component has not been developed, and the reliance of the weak formulation on baseline parameters remains an unsolved issue. In this paper, the 2D weak formulation of the PE approach was proposed by introducing a weighting function in terms of the 2D Gauss function. Through an integration operation, the selected weighting function was able to significantly highlight the feature of structural damage and largely suppress noise influence. Furthermore, a statistical strategy was developed to inversely estimate the values of baseline parameters, which signifies the elimination of the dependence of the PE approach on preobtained baseline parameters. As a proof-of-concept investigation, multidamage in a plane structure consisting of both beam and plate components were identified by using the modified damage identification method. A hybrid data fusion algorithm was then used to enhance the accuracy of damage detection, revealing not only the locations, but also the sizes of damaged zones.
引用
收藏
页数:8
相关论文
共 28 条
[1]   Damage detection of CFRP pipes and shells by using localized flexibility method [J].
Aoki, Y ;
Byon, OI .
ADVANCED COMPOSITE MATERIALS, 2001, 10 (2-3) :189-198
[2]   Fractal mechanism for characterizing singularity of mode shape for damage detection [J].
Cao, M. S. ;
Ostachowicz, W. ;
Bai, R. B. ;
Radzienski, M. .
APPLIED PHYSICS LETTERS, 2013, 103 (22)
[3]   Vibration-based Damage Identification Methods: A Review and Comparative Study [J].
Fan, Wei ;
Qiao, Pizhong .
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2011, 10 (01) :83-111
[4]   Vibration-based structural damage identification [J].
Farrar, CR ;
Doebling, SW ;
Nix, DA .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2001, 359 (1778) :131-149
[5]   Guide waves-based multi-damage identification using a local probability-based diagnostic imaging method [J].
Gao, Dongyue ;
Wu, Zhanjun ;
Yang, Lei ;
Zheng, Yuebin .
SMART MATERIALS AND STRUCTURES, 2016, 25 (04)
[6]   Design of a sensor network for structural health monitoring of a full-scale composite horizontal tail [J].
Gao, Dongyue ;
Wang, Yishou ;
Wu, Zhanjun ;
Rahim, Gorgin ;
Bai, Shengbao .
SMART MATERIALS AND STRUCTURES, 2014, 23 (05)
[7]   Recent advancements in the electro-mechanical (E/M) impedance method for structural health monitoring and NDE [J].
Giurgiutiu, V ;
Rogers, CA .
SMART STRUCTURES AND MATERIALS 1998: SMART STRUCTURES AND INTEGRATED SYSTEMS, PTS 1 AND 2, 1998, 3329 :536-547
[8]   A two-stage method for damage detection using frequency responses and statistical theory [J].
Guo, Hui Yong ;
Li, Zheng Liang .
JOURNAL OF VIBRATION AND CONTROL, 2012, 18 (02) :191-200
[9]   Pitch-catch active sensing methods in structural health monitoring for aircraft structures [J].
Ihn, Jeong-Beom ;
Chang, Fu-Kuo .
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2008, 7 (01) :5-19
[10]  
Joshuva A., 2017, Struct Durab Health Monitor, V11, P69