Parametric identification of seismic isolators using differential evolution and particle swarm optimization

Applied Soft Computing Journal

Volumn 22, Issue , 2014, Pages 458-464

  Quaranta, Giuseppe ^a   Marano, Giuseppe Carlo ^b   Greco, Rita ^b   Monti, Giorgio ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

^b POLITECNICO DI BARI   (Italy)

Author keywords

Bouc Wen model; Differential evolution; Hysteresis; Parametric identification; Particle swarm optimization; Seismic isolator

Indexed keywords

DYNAMIC LOADS; HYSTERESIS; PARTICLE SWARM OPTIMIZATION (PSO); SEISMOLOGY;

BASE ISOLATION SYSTEMS; BOUC WEN MODEL; DIFFERENTIAL EVOLUTION; DIFFERENTIAL EVOLUTION AND PARTICLE SWARM OPTIMIZATIONS; DYNAMIC LOADING CONDITIONS; EXPERIMENTAL PROTOCOLS; PARAMETRIC IDENTIFICATION; SEISMIC ISOLATOR;

PARAMETER ESTIMATION;

EID: 84903738365     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2014.04.039     Document Type: Article

References (23)

1. G. Muscolino, A. Palmeri, and C. Versaci Damping-adjusted combination rule for the response spectrum analysis of base-isolated buildings Earthquake Eng. Struct. Dynam. 42 2 2013 163 182
2. G.C. Marano, G. Quaranta, and R. Greco Multi-objective optimization by genetic algorithm of structural systems subject to random vibrations Struct. Multidisc. Optim. 39 4 2009 385 399
3. B. Subudhi, and D. Jena A differential evolution based neural network approach to nonlinear system identification Appl. Soft Comput. 11 1 2011 861 871
4. F. Kang, J. Li, and Q. Xu Damage detection based on improved particle swarm optimization using vibration data Appl. Soft Comput. 12 8 2012 2329 2335
5. G.C. Marano, G. Quaranta, and G. Monti Modified genetic algorithm for the dynamic identification of structural systems using incomplete measurements Comput. Aided Civil Infrastruct. Eng. 26 2 2011 92 110
6. H. Tang, J. Zhou, S. Xue, and L. Xie Big Bang-Big Crunch optimization for parameter estimation in structural systems Mech. Syst. Signal Process. 24 8 2010 2888 2897
7. H. Tang, S. Xue, and C. Fan Differential evolution strategy for structural system identification Comput. Struct. 86 21-22 2008 2004 2012
8. G.C. Marano, G. Quaranta, and G. Monti Genetic algorithms in mechanical systems identification: state-of-the-art review B.H.V. Topping, Y. Tsompanakis, Soft Computing in Civil and Structural Engineering 2009
9. C.C. Kao, and R.F. Fung Using the modified PSO method to identify a Scott-Russell mechanism actuated by a piezoelectric element Mech. Syst. Signal Process. 23 5 2009 1652 1661
10. L.S. Coelho, V.C. Mariani, and J.V. Leite Solution of Jiles-Atherton vector hysteresis parameters estimation by modified differential evolution approaches Expert Syst. Appl. 39 2 2012 2021 2025
11. G. Quaranta, J. Avakian, G.C. Marano, and G. Monti Numerical and experimental assessment of various non-classical methods for parametric identification of nonlinear viscous dampers Proceedings of the 3rd International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2011) Corfu, Greece, May 25-28 2011
12. G.C. Marano, G. Quaranta, J. Avakian, and A. Palmeri Identification of passive devices for vibration control by evolutionary algorithms A.H. Gandomi, X. Yang, S. Talatahari, A. Alavi, Metaheuristic Application in Structures and Infrastructures 2013
13. G. Quaranta, G. Monti, and G.C. Marano Parameters identification of Van der Pol-Duffing oscillators via particle swarm optimization and differential evolution Mech. Syst. Signal Process. 24 7 2010 2076 2095
14. G. Monti, G. Quaranta, and G.C. Marano Genetic-algorithm-based strategies for dynamic identification of nonlinear systems with noise corrupted response ASCE J. Comput. Civil Eng. 24 2 2010 173 187
15. A. Kyprianou, K. Worden, and M. Panet Identification of hysteretic systems using the differential evolution algorithm J. Sound Vib. 248 2 2001 289 314 (Pubitemid 33112652)
16. N.M. Kwok, Q.P. Ha, M.T. Nguyen, J. Li, and B. Samali Bouc-Wen, model parameter identification for a MR fluid damper using computationally efficient GA ISA Trans. 46 2 2007 167 179 (Pubitemid 46435868)
17. A.E. Charalampakis, and V.K. Koumousis Identification of Bouc-Wen hysteretic systems by a hybrid evolutionary algorithm J. Sound Vib. 314 3-5 2008 571 585
18. A.E. Charalampakis, and C.K. Dimou Identification of Bouc-Wen hysteretic systems using particle swarm optimization Comput. Struct. 88 21-22 2010 1197 1205
19. F. Ma, C.H. Ng, and N. Ajavakom On system identification and response prediction of degrading structures Struct. Control Health Monitor. 13 1 2006 347 364 (Pubitemid 43266670)
20. K. Worden, and G. Manson On the identification of hysteretic systems. Part I: Fitness landscapes and evolutionary identification Mech. Syst. Signal Process. 29 2012 201 212
21. T. Sireteanu, M. Giuclea, and A.M. Mitu Identification of an extended Bouc-Wen model with application to seismic protection through hysteretic devices Comput. Mech. 45 5 2010 431 441
22. Norme Tecniche per le Costruzioni, DM 14 gennaio 2008, GU n. 29 del 4 febbraio 2008, SO n. 30.
23. NEHRP Guidelines for the seismic rehabilitation of buildings, FEMA 273, October 1997.