Identification of Bouc-Wen hysteretic systems by a hybrid evolutionary algorithm

被引：118

作者：

Charalampakis, A. E. ^{[1
]}

Koumousis, V. K. ^{[1
]}

机构：

[1] Natl Tech Univ Athens, Inst Struct Anal & Aseism Res, Dept Civil Engn, Athens, Greece

来源：

JOURNAL OF SOUND AND VIBRATION | 2008年 / 314卷 / 3-5期

关键词：

D O I：

10.1016/j.jsv.2008.01.018

中图分类号：

O42 [声学];

学科分类号：

070206 ; 082403 ;

摘要：

A new identification method that determines the parameters of Bouc-Wen hysteretic systems is presented. It is based on a hybrid evolutionary algorithm which utilizes selected stochastic operators, heuristics and problem-specific information. The proposed method exhibits efficiency, robustness and insensitivity to noise-corrupted data, while it identifies accurately both hysteretic and viscous damping based on suitable experiments. Its performance is investigated with respect to the information content of the input-output data. The scheme is verified by a hysteretic system representing a full-scale steel cantilever beam which is identified successfully. A series of parametric studies are also conducted that illustrate the inner workings of the proposed method, suggesting appropriate values for the controlling parameters. (C) 2008 Elsevier Ltd. All rights reserved.

引用

页码：571 / 585

页数：15

共 28 条

[1]

ALAN C, 1983, HINDMARSH SCI COMPUT

[2]

[Anonymous], 2003, INTRO EVOLUTIONARY A

[3]

Bouc R., 1967, P 4 C NONLINEAR OSCI

[4]

CHARALAMPAKIS AE, 2006, P 5 INT C ENG COMP T

[5]

Constantinou M., 1987, DYNAMICS SOIL BASE I

[6]

GOLDBERG DE, 1989, PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON GENETIC ALGORITHMS, P70

[7] A comparison of fitness functions for the identification of a piezoelectric hysteretic actuator based on the real-coded genetic algorithm [J].

Ha, Jih-Lian ;

Kung, Ying-Shieh ;

Fung, Rong-Fong ;

Hsien, Shao-Chien .

SENSORS AND ACTUATORS A-PHYSICAL, 2006, 132 (02) :643-650

[8] Hysteresis identification and dynamic responses of the impact drive mechanism [J].

Ha, JL ;

Fung, RF ;

Yang, CS .

JOURNAL OF SOUND AND VIBRATION, 2005, 283 (3-5) :943-956

[9]

Jennings P., 1964, Journal of the Engineering Mechanics Division, Proceedings of the American Society of Civil Engineers, V90, P131

[10]

Kennedy J., 1995, 1995 IEEE International Conference on Neural Networks Proceedings (Cat. No.95CH35828), P1942, DOI 10.1109/ICNN.1995.488968

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