Table of Content

Open Access iconOpen Access

ARTICLE

Structural Damage Detection Using a Modified Artificial Bee Colony Algorithm

H.J. Xu1, Z.H. Ding1, Z.R. Lu1,2, J.K. Liu1

Department of Mechanics, Sun Yat-sen University, Guangzhou 510006, China
Corresponding author. Email: lvzhr@mail.sysu.edu.cn

Computer Modeling in Engineering & Sciences 2016, 111(4), 335-355. https://doi.org/10.3970/cmes.2016.111.335

Abstract

An optimization approach based on Artificial Bee Colony (ABC) algorithm is proposed for structural local damage detection in this study. The objective function for the damage identification problem is established by structural parameters and modal assurance criteria (MAC). The ABC algorithm is presented to solve the certain objective function. Then the Tournament Selection Strategy and chaotic search mechanism is adopted to enhance global search ability of the certain algorithm. A coupled double-beam system is studied as numerical example to illustrate the correctness and efficiency of the propose method. The simulation results show that the modified ABC algorithm can identify the local damage of the structural system efficiently even under measurement noise, which demonstrates the proposed algorithm has a higher damage diagnosis precision.

Keywords


Cite This Article

APA Style
Xu, H., Ding, Z., Lu, Z., Liu, J. (2016). Structural damage detection using a modified artificial bee colony algorithm. Computer Modeling in Engineering & Sciences, 111(4), 335-355. https://doi.org/10.3970/cmes.2016.111.335
Vancouver Style
Xu H, Ding Z, Lu Z, Liu J. Structural damage detection using a modified artificial bee colony algorithm. Comput Model Eng Sci. 2016;111(4):335-355 https://doi.org/10.3970/cmes.2016.111.335
IEEE Style
H. Xu, Z. Ding, Z. Lu, and J. Liu "Structural Damage Detection Using a Modified Artificial Bee Colony Algorithm," Comput. Model. Eng. Sci., vol. 111, no. 4, pp. 335-355. 2016. https://doi.org/10.3970/cmes.2016.111.335



cc This work is licensed under a Creative Commons Attribution 4.0 International License , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
  • 1273

    View

  • 963

    Download

  • 0

    Like

Related articles

Share Link