Structural damage identification based on pattern matching using the flexibility change rate

被引:0
|
作者
Nie, Zhenhua [1 ,2 ]
Chen, Tao [1 ]
Xia, Guanghao [1 ]
Li, Zuanfeng [1 ]
Gao, Ruofan [1 ,2 ]
Ma, Hongwei [2 ,3 ]
机构
[1] Jinan Univ, Sch Mech & Construct Engn, Guangzhou, Guangdong, Peoples R China
[2] Key Lab Disaster Forecast & Control Engn, Guangzhou, Guangdong, Peoples R China
[3] Dongguan Univ Technol, Sch Environm & Civil Engn, Dongguan, Peoples R China
来源
关键词
flexibility change rate; model updating; pattern matching; rapid damage identification; SPECTRUM; ALGORITHMS;
D O I
10.1002/eer2.40
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In this paper, a rapid identification method for postearthquake structural damage is proposed based on pattern matching using the flexibility change rate. In the first stage, a small number of dynamic signals are collected for extracting the modal information, which is used as a reference for model updating. Using the updated finite element model of the structure to be monitored, the characteristic vector of the flexibility change rate is calculated by modal analysis from the first two orders of modal information of various damage scenarios to establish a pattern database. For the real structure, the measured responses are used to identify the modal parameters to calculate the flexibility change rate characteristic vector, which is treated as the observed pattern. Then, the similarity between the observed pattern and the pattern in the pattern database is calculated using the Euclidean distance (ED). The damage location and severity of the measured structure are treated to be the same as the pattern corresponding to the minimum value of ED, so that the damage is identified. Numerical simulations and experiments of two types of concentrated mass structures, four floors, and six floors confirm that the proposed method can identify the damage well. In addition, the matching results based on different sensor combinations demonstrate that the method can quickly identify the damage location and severity of a structure even using a limited number of sensors. The proposed method can provide support for the government in rapid postearthquake emergency decision-making. imageThis paper proposes a rapid damage identification method for postearthquake structure based on pattern matching using the flexibility change rate. Since the flexibility change rate is analytically related to the natural frequency and mode shape of the structure, it is not affected by external excitation. The first two orders of modal information are obtained from the target finite element method, and the flexibility change rate vectors for various damage scenarios form the pattern database.
引用
收藏
页码:29 / 51
页数:23
相关论文
共 50 条
  • [1] Structural damage identification based on best achievable flexibility change
    Yang, Q. W.
    Sun, B. X.
    APPLIED MATHEMATICAL MODELLING, 2011, 35 (10) : 5217 - 5224
  • [2] Damage identification by the eigenparameter decomposition of structural flexibility change
    Yang, Q. W.
    Liu, J. K.
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2009, 78 (04) : 444 - 459
  • [3] Pattern Matching-Based Structural Damage Identification Using Mode Shape Difference Ratio with Limited Sensors
    Xiang, Hong
    Nie, Zhenhua
    Gao, Ruofan
    Ma, Hongwei
    INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS, 2023, 23 (09)
  • [4] Structural damage detection based on change in curvature of flexibility
    Zhang, Jun
    Liu, Jian-Xun
    Xu, Jin
    Li, Wei
    Mu, Rong
    Gongcheng Lixue/Engineering Mechanics, 2011, 28 (12): : 112 - 118
  • [5] Structural damage identification using an optimization technique based on generalized flexibility matrix
    Gao, Qianhui
    Li, Zhu
    Yu, Yongping
    Zheng, Shaopeng
    JOURNAL OF MECHANICS, 2024, 40 : 10 - 17
  • [6] Flexibility-based structural damage identification using Gauss–Newton method
    B CHEN
    S NAGARAJAIAH
    Sadhana, 2013, 38 : 557 - 569
  • [7] Structural damage localisation based on generalised flexibility change rate curvature and data fusion technology
    Yi, Wen
    Li, Rongpeng
    Wang, Fengdan
    Li, Xinbo
    Deng, Qingtian
    Xiao, Yuzhu
    Song, Xueli
    NONDESTRUCTIVE TESTING AND EVALUATION, 2025, 40 (02) : 812 - 830
  • [8] Structural Damage Identification Based on Support Vector Machine and Relative Change Value of Modal Flexibility
    Fan, Xiao-chun
    Yan-Yang
    Liu, Tian-yi
    2008 INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND TRAINING AND 2008 INTERNATIONAL WORKSHOP ON GEOSCIENCE AND REMOTE SENSING, VOL 2, PROCEEDINGS,, 2009, : 789 - 793
  • [9] Damage Localization By the Change of Structural Flexibility
    Lin, S. Z.
    Yang, Q. W.
    PROCEEDINGS OF THE NINTH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS TO BUSINESS, ENGINEERING AND SCIENCE (DCABES 2010), 2010, : 69 - 71
  • [10] Flexibility-based structural damage identification using Gauss-Newton method
    Chen, Bilei
    Nagarajaiah, Satish
    SENSORS AND SMART STRUCTURES TECHNOLOGIES FOR CIVIL, MECHANICAL, AND AEROSPACE SYSTEMS 2007, PTS 1 AND 2, 2007, 6529