An efficient approach for model updating of a large-scale cable-stayed bridge using ambient vibration measurements combined with a hybrid metaheuristic search algorithm |
Hoa, Tran N.
(Soete Laboratoy, Department of Electrical Energy, Metals, Mechanical Constructions, and Systems, Faculty of Engineering and Architecture, Ghent University)
Khatir, S. (Soete Laboratoy, Department of Electrical Energy, Metals, Mechanical Constructions, and Systems, Faculty of Engineering and Architecture, Ghent University) De Roeck, G. (Department of Civil Engineering, KU Leuven) Long, Nguyen N. (Department of Bridge and Tunnel Engineering, Faculty of Civil Engineering, University of Transport and Communications) Thanh, Bui T. (Department of Bridge and Tunnel Engineering, Faculty of Civil Engineering, University of Transport and Communications) Wahab, M. Abdel (Division of Computational Mechanics, Ton Duc Thang University) |
1 | Yang, M., Wang, W.P., Zhao, N., Yang, Y.H. and Ren, Y. (2014), "Comparison of Particle Swarm Algorithm and Ant Colony Algorithm in the Optimization of Uniform Quantizer", Appl. Mech. Mater., 602, 3608-3611. https://doi.org/10.4028/www.scientific.net/AMM.602-605.3608 DOI |
2 | Zhong, R., Zong, Z., Niu, J., Liu, Q. and Zheng, P. (2016), "A multiscale finite element model validation method of composite cable-stayed bridge based on Probability Box theory", J. Sound Vib., 370, 111-131. https://doi.org/10.1016/j.jsv.2016.01.055 DOI |
3 | Dooms, D., Jansen, M., De Roeck, G., Degrande, G., Lombaert, G., Schevenels, M. and Francois, S. (2010), "StaBIL: A finite element toolbox for MATLAB", VERSION 2.0 USER'S GUIDE. |
4 | Eberhart, R. and Kennedy, J. (1995), "A new optimizer using particle swarm theory. In MHS'95", Proceedings of the 6th International Symposium on Micro Machine and Human Science, Nagoya, Japan, Japan, October. https://doi.org/10.1109/MHS.1995.494215 |
5 | El-Borgi, S., Choura, S., Ventura, C., Baccouch, M. and Cherif, F. (2005), "Modal identification and model updating of a reinforced concrete bridge", Smart Struct. Syst., Int. J., 1(1), 83-101. https://doi.org/10.12989/sss.2005.1.1.083 DOI |
6 | Guo, H., Zhuang, X. and Rabczuk, T. (2019), "A deep collocation method for the bending analysis of Kirchhoff plate", CMC - Comput. Mater. Continua, 59(2), 433-456. https://doi.org/10.32604/cmc.2019.06660 DOI |
7 | Higashi, N. and Iba, H. (2003), "Particle swarm optimization with Gaussian mutation", Proceedings of the 2003 IEEE Swarm Intelligence Symposium. Indianapolis, IN, USA, USA. June. https://doi.org/10.1109/SIS.2003.1202250 |
8 | Hjelmstad, K.D., Banan, M.R. and Banan, M.R. (1995), "On building finite element models of structures from modal response", Earthq. Eng. Struct. Dyn., 24(1), 53-67. https://doi.org/10.1002/eqe.4290240105 DOI |
9 | Khatir, S., Belaidi, I., Khatir, T., Hamrani, A., Zhou, Y.L. and Abdel Wahab, M. (2017), "Multiple damage detection in composite beams using Particle Swarm Optimization and Genetic Algorithm", Mechanika, 23(4), 514-521. https://doi.org/10.5755/j01.mech.23.4.15254 |
10 | Khatir, S., Dekemele, K., Loccufier, M., Khatir, T. and Wahab, M.A. (2018), "Crack identification method in beam-like structures using changes in experimentally measured frequencies and Particle Swarm Optimization", Comptes Rendus Mecanique, 346(2), 110-120. https://doi.org/10.1016/j.crme.2017.11.008 DOI |
11 | Lu, Y., Liang, M., Ye, Z. and Cao, L. (2015), "Improved particle swarm optimization algorithm and its application in text feature selection", Appl. Soft Comput., 35, 629-636. https://doi.org/10.1016/j.asoc.2015.07.005 DOI |
12 | Kuok, S.C. and Yuen, K.V. (2016), "Investigation of modal identification and modal identifiability of a cable-stayed bridge with Bayesian framework", Smart Struct. Syst., Int. J., 17(3), 445-470. https://doi.org/10.12989/sss.2016.17.3.445 DOI |
13 | Liang, Y., Feng, Q., Li, H. and Jiang, J. (2019), "Damage detection of shear buildings using frequency-change-ratio and model updating algorithm", Smart Struct. Syst., Int. J., 23(2), 107-122. https://doi.org/10.12989/sss.2019.23.2.107 |
14 | Lovbjerg, M., Rasmussen, T.K. and Krink, T. (2001), "Hybrid particle swarm optimiser with breeding and subpopulations", Proceedings of the 3rd Annual Conference on Genetic and Evolutionary Computation, San Francisco, CA, USA, July. |
15 | Meng, F., Yu, J., Alaluf, D., Mokrani, B. and Preumont, A. (2019), "Modal flexibility based damage detection for suspension bridge hangers: A numerical and experimental investigation", Smart Struct. Syst., Int. J., 23(1), 15-29. https://doi.org/10.12989/sss.2019.23.1.015 |
16 | Parsopoulos, K. and Vrahatis, M. (2002), "Initializing the particle swarm optimizer using the nonlinear simple method", Adv. Intel. Syst. Fuzzy Syst. Evolut. Computat., 216, 1-6. |
17 | Peeters, B. and De Roeck, G. (1999), "Reference-based stochastic subspace identification for output-only modal analysis", Mech. Syst. Signal Process., 13(6), 855-878. https://doi.org/10.1006/mssp.1999.1249 DOI |
18 | Qin, S., Zhang, Y., Zhou, Y.L. and Kang, J. (2018), "Dynamic model updating for bridge structures using the kriging model and PSO algorithm ensemble with higher vibration modes", Sensors, 18(6), 1879. https://doi.org/10.3390/s18061879 DOI |
19 | Reynders, E., Schevenels, M. and Roeck, G.D. (2014), A MATLAB Toolbox for Experimental and Operational Modal Analysis, MACEC. |
20 | Reynders, E., Teughels, A. and De Roeck, G. (2010), "Finite element model updating and structural damage identification using OMAX data", Mech. Syst. Signal Process., 24(5), 1306-1323. https://doi.org/10.1016/j.ymssp.2010.03.014 DOI |
21 | Ribeiro, D., Calcada, R., Delgado, R., Brehm, M. and Zabel, V. (2012), "Finite element model updating of a bowstring-arch railway bridge based on experimental modal parameters", Eng. Struct., 40, 413-435. https://doi.org/10.1016/j.engstruct.2012.03.013 DOI |
22 | Teughels, A. and De Roeck, G. (2005), "Damage detection and parameter identification by finite element model updating", Revue europeenne de genie civil, 9(1-2), 109-158. https://doi.org/10.1080/17747120.2005.9692748 DOI |
23 | Tran-Ngoc, H., Khatir, S., De Roeck, G., Bui-Tien, T., Nguyen-Ngoc, L. and Abdel Wahab, M. (2018), "Model updating for Nam O bridge using particle swarm optimization algorithm and genetic algorithm", Sensors, 18(12), 4131. https://doi.org/10.3390/s18124131 DOI |
24 | Anitescu, C., Atroshchenko, E., Alajlan, N. and Rabczuk, T. (2019), "Artificial neural network methods for the solution of second order boundary value problems", Comput. Mater. Continua, 59(1), 345-359. https://doi.org/10.32604/cmc.2019.06641 DOI |
25 | Tran-Ngoc, H., Khatir, S., De Roeck, G., Bui-Tien, T. and Wahab, M.A. (2019a), "An efficient artificial neural network for damage detection in bridges and beam-like structures by improving training parameters using cuckoo search algorithm", Eng. Struct., 199, 109637. https://doi.org/10.1016/j.engstruct.2019.109637 DOI |
26 | Tran-Ngoc, H., Khatir, S., De Roeck, G., Bui-Tien, T., Nguyen-Ngoc, L. and Wahab, M.A. (2019b), "Stiffness Identification of Truss Joints of the Nam O Bridge Based on Vibration Measurements and Model Updating", Proceedings of International Conference on Arch Bridges, October, pp. 264-272. https://doi.org/10.1007/978-3-030-29227-0_26 |
27 | Reynders, E. and De Roeck, G. (2008), "Reference-based combined deterministic-stochastic subspace identification for eperimental and operational modal analysis", Mech. Syst. Signal Process., 22(3), 617-637. https://doi.org/10.1016/j.ymssp.2007.09.004 DOI |
28 | Ali, A.F. and Tawhid, M.A. (2017), "A hybrid particle swarm optimization and genetic algorithm with population partitioning for large scale optimization problems", Ain Shams Eng. J., 8(2), 191-206. https://doi.org/10.1016/j.asej.2016.07.00r8 DOI |
29 | Alqattan, Z.N. and Abdullah, R. (2013), "A comparison between artificial bee colony and particle swarm optimization algorithms for protein structure prediction problem", Proceedings of International Conference on Neural Information Processing, pp. 331-340. https://doi.org/10.1007/978-3-642-42042-9_42 |
30 | Arangio, S. and Bontempi, F. (2015), "Structural health monitoring of a cable-stayed bridge with Bayesian neural networks", Struct. Infrastruct. Eng., 11(4), 575-587. https://doi.org/10.1080/15732479.2014.951867 DOI |
31 | Ashebo, D.B., Chan, T.H. and Yu, L. (2007), "Evaluation of dynamic loads on a skew box girder continuous bridge Part I: Field test and modal analysis"; Eng. Struct., 29(6), 1052-1063. https://doi.org/10.1016/j.engstruct.2006.07.014 DOI |
32 | Baskar, S. and Suganthan, P.N. (2004), "A novel concurrent particle swarm optimization", Proceedings of the 2004 Congress on Evolutionary Computation. Portland, OR, USA, September. |
33 | Deng, L. and Cai, C. (2009), "Bridge model updating using response surface method and genetic algorithm", J. Bridge Eng., 15(5), 553-564. https://doi.org/10.1061/(ASCE)BE.1943-5592.0000092 DOI |
34 | Wu, B., Lu, H., Chen, B. and Gao, Z. (2017), "Study on finite element model updating in highway bridge static loading test using spatially-distributed optical fiber sensors", Sensors, 17(7), 1657. https://doi.org/10.3390/s17071657 DOI |
35 | Wang, X.H. and Li, J.-J. (2004), "Hybrid particle swarm optimization with simulated annealing", Proceedings of 2004 International Conference on Machine Learning and Cybernetics, Shanghai, China, January. https://doi.org/10.1109/ICMLC.2004.1382205 |