Time-Varying Nonlinear Parametric Identification of Isolated Structure Based on Wavelet Multiresolution Anslysis
Zhao, Lijie1; Lin, Dongqin1; Du, Yongfeng2; Li, Wanrun2
2019-06-01
发表期刊Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis
ISSN10046801
卷号39期号:3页码:619-624
摘要In order to study the time-varying nonlinear mechanical behavior of isolated structures under earthquake action, a novel method of identifying time-varying nonlinear parameters of isolated structures is proposed based on wavelet multi-resolution analysis (WMRA) theory. The classic hysteresis nonlinear Bouc-wen model used to describe isolation bearings is studied. In the motion equation established, the three-order effective numerical difference technique is cited to linearize increment expression of restoring force in nonlinear model and form a recursive observation equation. The time-varying parameters to be identified in observation equation are expressed approximately using WMRA, and their identification can be transformed into time-invariant wavelet reconstruction coefficient estimation in multivariable linear regression model. Numerical simulation and shaking table test data of serial seismic isolation system (SIS) are employed to identify evolution law with time of structural parameters and isolation layer parameters, and correctness and applicability of the method are verified. It can be used to evaluate mechanical states of the isolated structures during both construction period and operation period. © 2019, Editorial Department of JVMD. All right reserved.
关键词Control nonlinearities Equations of motion Hysteresis Identification (control systems) Nonlinear equations Numerical methods Regression analysis Seismology Hysteresis non linearities Multi-variable linear regression Nonlinear parametric identifications Seismic isolation structures Seismic isolation systems Time varying Wavelet multi resolution analysis (WMRA) Wavelet multiresolution
DOI10.16450/j.cnki.issn.1004-6801.2019.03.024
收录类别EI
语种中文
出版者Nanjing University of Aeronautics an Astronautics
EI入藏号20193307303634
EI主题词Parameter estimation
EI分类号484.1 Earthquake Measurements and Analysis - 731.1 Control Systems - 921.2 Calculus - 921.6 Numerical Methods - 922.2 Mathematical Statistics - 961 Systems Science
来源库Compendex
分类代码484.1 Earthquake Measurements and Analysis - 731.1 Control Systems - 921.2 Calculus - 921.6 Numerical Methods - 922.2 Mathematical Statistics - 961 Systems Science
引用统计
文献类型期刊论文
条目标识符https://ir.lut.edu.cn/handle/2XXMBERH/114046
专题土木工程学院
作者单位1.School of Civil Engineering, Hebei University of Engineering, Handan; 056038, China;
2.Institute of Earthquake Protection and Disaster Mitigation, Lanzhou University of Technology, Lanzhou; 730050, China
推荐引用方式
GB/T 7714
Zhao, Lijie,Lin, Dongqin,Du, Yongfeng,et al. Time-Varying Nonlinear Parametric Identification of Isolated Structure Based on Wavelet Multiresolution Anslysis[J]. Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis,2019,39(3):619-624.
APA Zhao, Lijie,Lin, Dongqin,Du, Yongfeng,&Li, Wanrun.(2019).Time-Varying Nonlinear Parametric Identification of Isolated Structure Based on Wavelet Multiresolution Anslysis.Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis,39(3),619-624.
MLA Zhao, Lijie,et al."Time-Varying Nonlinear Parametric Identification of Isolated Structure Based on Wavelet Multiresolution Anslysis".Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis 39.3(2019):619-624.
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