基于位移频响函数灵敏度分析的模型修正

张亚峰,殷红,彭珍瑞,张雪萍,董康立

振动与冲击 ›› 2021, Vol. 40 ›› Issue (17) : 63-69.

PDF(1677 KB)
PDF(1677 KB)
振动与冲击 ›› 2021, Vol. 40 ›› Issue (17) : 63-69.
论文

基于位移频响函数灵敏度分析的模型修正

  • 张亚峰1,殷红1,彭珍瑞1,张雪萍1,董康立2
作者信息 +

Model updating based on sensitivity analysis of displacement FRF

  • ZHANG Yafeng1, YIN Hong1, PENG Zhenrui1, ZHANG Xueping1, DONG Kangli2
Author information +
文章历史 +

摘要

针对频响函数灵敏度分析法进行模型修正时,由于一阶近似固有的局限性,很难直接迭代得到正确收敛结果的问题,提出了频响函数灵敏度拟合函数进行基于模型修正的结构损伤识别方法。首先,采用模态参与变异系数准则选取激励点位置、频率响应有效独立法结合距离系数-有效独立法选取测点位置;然后,综合考虑频响函数对修正参数变化的灵敏度和频响函数的相关性,选择一个合理的频率点;最后,拟合随参数变化的频响函数灵敏度函数曲线,引入新的中间设计参数,从而建立中间设计参数的频响函数灵敏度方程组,通过求解中间设计参数的改变量来求解修正参数的改变量。三自由度质量—弹簧和二维桁架系统的数值算例验证了所提出方法的可行性;数值算例表明,该方法具有较高的计算效率和识别精度,也对随机噪声具有鲁棒性,同时有效地避免了灵敏度方程组数值平衡导致的收敛问题。

Abstract

Here, to solve the problem of it being difficult to get the correct convergence results through direct iteration due to inherent limitations of the first-order approximation when the FRF sensitivity analysis method was used for model updating, a method of FRF sensitivity fitting function was proposed for structural damage identification model updating.Firstly, excitation points were selected according to the variation coefficient criterion of modal participation, and combining the frequency response effective independence method and the distance coefficient effective independence method, positions of measuring points were chosen.Then, a reasonable frequency point was selected by comprehensively considering sensitivities of FRF to changes of correction parameters and correlation of FRF.Finally, the sensitivity function of FRF with variation of parameters was fitted, and introducing new intermediate design parameters, the sensitivity equation of FRF with intermediate design parameters was established.Changes of correction parameters were solved through solving changes of intermediate design parameters.Numerical examples of a 3-DOF mass-spring system and a 2-D truss system verified the feasibility of the proposed method.Numerical examples showed that the proposed method has higher computational efficiency and identification accuracy; it is robust to random noise; the convergence problem caused by numerical balance of sensitivity equations is effectively avoided.

关键词

频响函数(FRF) / 灵敏度分析 / 拟合函数 / 模型修正 / 损伤识别

Key words

frequency response function (FRF) / sensitivity analysis / fitting function / model updating / damage identification

引用本文

导出引用
张亚峰,殷红,彭珍瑞,张雪萍,董康立. 基于位移频响函数灵敏度分析的模型修正[J]. 振动与冲击, 2021, 40(17): 63-69
ZHANG Yafeng, YIN Hong, PENG Zhenrui, ZHANG Xueping, DONG Kangli. Model updating based on sensitivity analysis of displacement FRF[J]. Journal of Vibration and Shock, 2021, 40(17): 63-69

参考文献

[1]GRIP N, SABOUROVA N, TU Y M, et al.Sensitivity-based model updating for structural damage identification using total variation regularization [J].Mechanical Systems and Signal Processing, 2017,84: 365-383.
[2]LIN R M, ZHU J.Finite element model updating using vibration test data under base excitation [J].Journal of Sound and Vibration, 2007,303(3): 596-613.
[3]屈晶晶,张立明,邱飞力,等.频响函数残差法在有限元模型修正中的应用[J].噪声与振动控制,2016,36(4): 53-57.
QU Jingjing, ZHANG Liming, QIU Feili, et al.Application of FRF residual-error method in finite element model updating [J].Noise and Vibration Control, 2016, 36(4): 53-57.
[4]ARORA V.Comparative study of finite element model updating methods [J].Journal of Vibration and Control, 2011, 17(23): 2023-2039.
[5]周俊贤,吕中荣,汪利.基于灵敏度分析和不同数据融合的损伤识别方法[J].振动与冲击,2019,38(18): 236-241.
ZHOU Junxian, L Zhongrong, WANG Li.Damage identification based on the sensitivity analysis with hybrid  data [J].Journal of Vibration and Shock, 2019, 38(18): 236-241.
[6]童宗鹏,章艺,沈荣瀛,等.基于频响函数灵敏度分析的舰艇模型修正[J].上海交通大学学报,2005,39(11): 111-114.
TONG Zongpeng, ZHANG Yi, SHEN Rongying, et al.Submarine finite element model updating method based on frequency response functions of vibration [J].Journal of Shanghai Jiaotong University, 2005,39(11): 111-114.
[7]战家旺,李明,卢洋,等.基于模型修正理论和频响函数模式置信准则的简支梁损伤动力评估方法[J].土木工程学报,2017, 50(8): 49-58.
ZHAN Jiawang, LI Ming, LU Yang, et al.Dynamic evaluation method for damage of simply-supported beams based on model updating theory and FRF signature assurance criterion [J].China Civil Engineering Journal, 2017, 50(8): 49-58.
[8]PETERSEN  W, ISETH O.Sensitivity-based finite element model updating of a pontoon bridge [J].Engineering Structures, 2017,150:573-584.
[9]MACHADO M R, ADHIKARI S, DOS SANTOS J M C, et al.Estimation of beam material random field properties via sensitivity-based model updating using experimental frequency response functions [J].Mechanical Systems and Signal Processing, 2018,102:180-197.
[10]MOTTERSHEAD J E, LINK M, FRISWELL M I.The sensitivity method in finite element model updating: a tutorial [J].Mechanical Systems and Signal Processing,2011,25(7): 2275-2296.
[11]LIN R M.Function-weighted frequency response function sensitivity method for analytical model updating [J].Journal of Sound and Vibration, 2017,403(16):59-74.
[12]徐飞,李传日,姜同敏,等.模态试验激励点与响应点优化分析[J].北京航空航天大学学报,2013, 39(12): 1654-1659.
XU Fei, LI Chuanri, JIANG Tongmin, et al.Optimization of excitation and measurement location in experimental modal test [J].Journal of Beijing University of Aeronautics and Astronautics, 2013, 39(12): 1654-1659.
[13]NIMITYONGSKUL S, KAMMER D C.Frequency response based sensor placement for the mid-frequency range [J].Mechanical Systems and Signal Processing, 2009,23(4): 1169-1179.
[14]何龙军,练继建,马斌,等.基于距离系数-有效独立法的大型空间结构传感器优化布置[J].振动与冲击,2013, 32(16): 13-18.
HE Longjun, LIAN Jijian, MA Bin, et al.Optimal sensor placement for large space structures based on distance coefficient-effective independence method [J].Journal of Vibration and Shock, 2013, 32(16): 13-18.
[15]GUO N, YANG Z C, JIA Y, et al.Model updating using correlation analysis of strain frequency response function [J].Mechanical Systems and Signal Processing, 2016,70/71:284-299.
[16]殷红,马静静,董小圆,等.基于频响函数的结构损伤识别模型修正方法[J].噪声与振动控制,2019, 39(2): 7-13.
YIN Hong, MA Jingjing, DONG Xiaoyuan, et al.Structural damage identification using model updating method based on frequency response functions [J].Noise and Vibration Control, 2019, 39(2): 7-13.

PDF(1677 KB)

451

Accesses

0

Citation

Detail

段落导航
相关文章

/