Modal parameter identification of an actual bridge by Fast Bayesian FFT method under ambient excitation

doi:10.6052/j.issn.1000-4750.2012.07.0560

IR > 土木工程学院

	Modal parameter identification of an actual bridge by Fast Bayesian FFT method under ambient excitation
	Han, Jian-Ping1,2 ; Zheng, Pei-Juan 1,2
	2014-04-01
发表期刊	Gongcheng Lixue/Engineering Mechanics
ISSN	10004750
卷号	31 期号:4 页码:119-125
摘要	The Bayesian theory is adopted in modal parameter identification, finite element model updating and condition assessment of the structures recently. Bayesian modal identification can be preformed quickly using Fast Bayesian FFT method where most probable values (MPVs) are obtained by solving at most a four-dimensional numerical optimization and Hessian matrix is calculated by second derivatives of log-likelihood function with respect to modal parameters for a single modal in a selected resonant frequency band. In this paper, in order to evaluate its feasibility and superiority for modal parameter identification of actual bridges, Fast Bayesian FFT method is adopted to process the vertical acceleration response of a rigid frame-continuous girders bridge under ambient excitation. In addition to the best estimates of modal parameters, their posterior uncertainties were also assessed by their coefficients of variation. Comparison with the results from stochastic subspace identification (SSI) indicates that identified modal frequencies and mode shapes agree very well, but the variation of the identified modal damping ratios is still high.
关键词	Composite beams and girders Fast Fourier transforms Modal analysis Natural frequencies Numerical methods Optimization Rigidity Stochastic systems Structural panels Uncertainty analysis Bayesian Continuous girders Modal parameter identification Posterior uncertainties Stochastic subspace identification
DOI	10.6052/j.issn.1000-4750.2012.07.0560
收录类别	EI
语种	中文
出版者	Tsinghua University
EI入藏号	20142117744163
EI主题词	Parameter estimation
EI分类号	408.2 Structural Members and Shapes - 921 Mathematics - 922.1 Probability Theory - 951 Materials Science - 961 Systems Science
来源库	Compendex
分类代码	408.2 Structural Members and Shapes - 921 Mathematics - 922.1 Probability Theory - 951 Materials Science - 961 Systems Science
引用统计	无
文献类型	期刊论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/112710
专题	土木工程学院教务处（创新创业学院）
作者单位	1.Key Laboratory of Disaster Prevention and Mitigation in Civil Engineering of Gansu Province, Lanzhou University of Technology, Lanzhou, Gansu 730050, China; 2.Institute of Earthquake Protection and Disaster Mitigation, Lanzhou University of Technology, Lanzhou, Gansu 730050, China
第一作者单位	甘肃省土木工程防灾减灾重点实验室; 兰州理工大学
第一作者的第一单位	甘肃省土木工程防灾减灾重点实验室
推荐引用方式 GB/T 7714	Han, Jian-Ping,Zheng, Pei-Juan. Modal parameter identification of an actual bridge by Fast Bayesian FFT method under ambient excitation[J]. Gongcheng Lixue/Engineering Mechanics,2014,31(4):119-125.
APA	Han, Jian-Ping,&Zheng, Pei-Juan.(2014).Modal parameter identification of an actual bridge by Fast Bayesian FFT method under ambient excitation.Gongcheng Lixue/Engineering Mechanics,31(4),119-125.
MLA	Han, Jian-Ping,et al."Modal parameter identification of an actual bridge by Fast Bayesian FFT method under ambient excitation".Gongcheng Lixue/Engineering Mechanics 31.4(2014):119-125.