STRUCTURAL DAMAGE DETECTION FOR BEAMS SUBJECT TO MOVING LOAD USING PSO ALGORITHMS

Volume: 5 Number: 1 March 1, 2013
  • Hakan Gökdağ
EN

STRUCTURAL DAMAGE DETECTION FOR BEAMS SUBJECT TO MOVING LOAD USING PSO ALGORITHMS

Abstract

In this work, damage detection (DD) method for beam structures subject to moving load is proposed. DD is formulated as an optimization problem and solved for crack locations and depths using three versions of the particle swarm optimization (PSO). It was observed that PSO with constriction factor is superior in the sense of convergence speed and robustness. Also, it was experienced that small cracks with depth ratio of 0.15 can be identified by the present method in spite of 3% noise interference. The proposed method is demonstrated to be better than wavelet transform method at higher moving load speeds

Keywords

References

  1. [1] Frýba, L., Vibration of Solids and Structures Under Moving Loads, Telford, 1999.
  2. [2] Mahmoud, M.A., Effect of cracks on the dynamic response of a simple beam subject to a moving load. Proc. of the Inst. of Mech. Eng., 215, 207-215, 2001.
  3. [3] Mahmoud, M.A., Abou Zaid, M.A., Dynamic response of a beam with a crack subject to a moving load. J. of Sound and Vib., 256(4), 591-603, 2002.
  4. [4] Bilello, C., Bergman, L.A., Vibration of damaged beam under a moving mass: theory and experimental validation. J. of Sound and Vib., 274, 567-582, 2004.
  5. [5] Lin, H.P., Chang, S.C., Forced responses of cracked cantilever beams subjected to a concentrated moving load. Int. J. of Mech. Sci., 48, 1456-1463, 2006.
  6. [6] Ariaei, A., Ziaei-Rad, S., Ghayour, M., Vibration analysis of beams with open and breathing cracks subjected to moving masses. J. of Sound and Vib., 326, 709-724, 2009.
  7. [7] Zhu, X.Q., Law, S.S., Wavelet-based crack identification of bridge beam from operational deflection time history. Int. J. of Solids and Struct., 43, 2299-2317, 2006.
  8. [8] Hester, D., Gonzalez, A., A wavelet-based damage detection algorithm based on bridge acceleration response to a vehicle.Mech. Syst. and Signal Process. doi:10.1016/j.ymssp.2011.06.007.

Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

Hakan Gökdağ This is me
Bursa Technical University, Mechanical Engineering Department, Osmangazi, Bursa, Turkey

Publication Date

March 1, 2013

Submission Date

March 1, 2013

Acceptance Date

-

Published in Issue

Year 2013 Volume: 5 Number: 1

APA
Gökdağ, H. (2013). STRUCTURAL DAMAGE DETECTION FOR BEAMS SUBJECT TO MOVING LOAD USING PSO ALGORITHMS. International Journal of Engineering and Applied Sciences, 5(1), 1-17. https://izlik.org/JA72UL24TL
AMA
1.Gökdağ H. STRUCTURAL DAMAGE DETECTION FOR BEAMS SUBJECT TO MOVING LOAD USING PSO ALGORITHMS. IJEAS. 2013;5(1):1-17. https://izlik.org/JA72UL24TL
Chicago
Gökdağ, Hakan. 2013. “STRUCTURAL DAMAGE DETECTION FOR BEAMS SUBJECT TO MOVING LOAD USING PSO ALGORITHMS”. International Journal of Engineering and Applied Sciences 5 (1): 1-17. https://izlik.org/JA72UL24TL.
EndNote
Gökdağ H (March 1, 2013) STRUCTURAL DAMAGE DETECTION FOR BEAMS SUBJECT TO MOVING LOAD USING PSO ALGORITHMS. International Journal of Engineering and Applied Sciences 5 1 1–17.
IEEE
[1]H. Gökdağ, “STRUCTURAL DAMAGE DETECTION FOR BEAMS SUBJECT TO MOVING LOAD USING PSO ALGORITHMS”, IJEAS, vol. 5, no. 1, pp. 1–17, Mar. 2013, [Online]. Available: https://izlik.org/JA72UL24TL
ISNAD
Gökdağ, Hakan. “STRUCTURAL DAMAGE DETECTION FOR BEAMS SUBJECT TO MOVING LOAD USING PSO ALGORITHMS”. International Journal of Engineering and Applied Sciences 5/1 (March 1, 2013): 1-17. https://izlik.org/JA72UL24TL.
JAMA
1.Gökdağ H. STRUCTURAL DAMAGE DETECTION FOR BEAMS SUBJECT TO MOVING LOAD USING PSO ALGORITHMS. IJEAS. 2013;5:1–17.
MLA
Gökdağ, Hakan. “STRUCTURAL DAMAGE DETECTION FOR BEAMS SUBJECT TO MOVING LOAD USING PSO ALGORITHMS”. International Journal of Engineering and Applied Sciences, vol. 5, no. 1, Mar. 2013, pp. 1-17, https://izlik.org/JA72UL24TL.
Vancouver
1.Hakan Gökdağ. STRUCTURAL DAMAGE DETECTION FOR BEAMS SUBJECT TO MOVING LOAD USING PSO ALGORITHMS. IJEAS [Internet]. 2013 Mar. 1;5(1):1-17. Available from: https://izlik.org/JA72UL24TL

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