Abstract
It is well known that damaged structural members may alter the behavior of the structures considerably. Careful observation of these changes has often been viewed as a means to identify and assess the location and severity of damages in structures. Among the responses of a structure, natural frequencies and natural modes are both relatively easy to obtain and independent from external excitation and, therefore, can be used as a measure of the structural behavior before and after an extreme event which might have led to damage in the structure. This chapter applies charged system search algorithm to the problem of damage detection using vibration data. The objective is to identify the location and extent of multi-damage in a structure. Both natural frequencies and mode shapes are used to form the required objective function. To moderate the effect of noise on measured data, a penalty approach is applied. A variety of numerical examples including beams, frames, and trusses are examined. The results show that the present methodology can reliably identify damage scenarios using noisy measurements and incomplete data [1].
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References
Kaveh A, Maniat M (2014) Damage detection in skeletal structures based on charged system search optimization using incomplete modal data. Int J Civil Eng IUST 12(2):291–298
Doebling Scott W, Farrar CR, Prime MB (1998) A summary review of vibration-based damage identification methods. Shock Vib Dig 30:91–105
Perera R, Torres R (2006) Structural damage detection via modal data with genetic algorithms. J Struct Eng 132:1491–1501
Laier JE, Morales JD (2009) Improved genetic algorithm for structural damage detection. Comput Struct Eng 91:833–839
Miguel L, Miguel L, Kaminski J Jr, Riera J (2012) Damage detection under ambient vibration by harmony search algorithm. Expert Syst Appl 39(10):9704–9714
Kang F, Li JJ, Xu Q (2012) Damage detection based on improved particle swarm optimization using vibration data. Appl Soft Comput 12(8):2329–2335
Majumdar A, Kumar Maiti D, Maity D (2012) Damage assessment of truss structures from changes in natural frequencies using ant colony optimization. Appl Math Comput 218:9759–9772
Fan W, Qiao P (2011) Vibration-based damage identification methods: a review and comparative study. Struct Health Monit 10:83–111
Eberhart RC, Kennedy J (1995) A new optimizer using particle swarm theory. In: Proceedings of the sixth international symposium on micro machine and human science, Nagoya, Japan
Dorigo M, Maniezzo V, Colorni A (1996) The ant system: optimization by a colony of cooperating agents. IEEE Trans Syst Man Cybern B26:29–41
Geem ZW, Kim JH, Loganathan GV (2001) A new heuristic optimization algorithm: harmony Search. Simulation 76:60–68
Erol OK, Eksin I (2006) New optimization method: Big Bang–Big Crunch. Adv Eng Softw 37:106–111
Kaveh A, Talatahari S (2010) A novel heuristic optimization method: charged system search. Acta Mech 213:267–289
Kaveh A, Motie Share MA, Moslehi M (2013) A new metaheuristic algorithm for optimization: magnetic charged system search. Acta Mech 224:85–107
Kaveh A, Khayatazad M (2012) A new metaheuristic method: ray optimization. Comput Struct 112–113:283–294
Kaveh A, Farhoudi N (2013) A new optimization method: dolphin echolocation. Adv Eng Softw 59:53–70
Friswell MI, Penny JET, Garvey SD (1998) A combined genetic and Eigen-sensitivity algorithm for the location of damage in structures. Comput Struct 69:547–556
Kaveh A, Talatahari S (2011) Optimization of large-scale truss structures using modified charged system search. Int J Optim Civil Eng 1:15–28
Kaveh A, Talatahari S (2011) An enhanced charged system search for configuration optimization using the concept of fields of forces. Struct Multidiscip Optim 43:339–351
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Kaveh, A. (2017). Damage Detection in Skeletal Structures Based on CSS Optimization Using Incomplete Modal Data. In: Applications of Metaheuristic Optimization Algorithms in Civil Engineering. Springer, Cham. https://doi.org/10.1007/978-3-319-48012-1_11
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DOI: https://doi.org/10.1007/978-3-319-48012-1_11
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