An efficient method to reduce ill-posedness for structural dynamic load identification

被引:103
作者
Liu, Jie [1 ]
Meng, Xianghua [1 ]
Zhang, Dequan [1 ]
Jiang, Chao [1 ]
Han, Xu [1 ]
机构
[1] Hunan Univ, Coll Mech & Vehicle Engn, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
Load identification; Ill-posedness; Interpolation function; Time element; Singular value decomposition; SINGULAR VALUE DECOMPOSITION; SHAPE FUNCTION-METHOD;
D O I
10.1016/j.ymssp.2017.03.039
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
For the inverse problem of structural dynamic load identification, high system illposedness is a main cause leading to instability and low accuracy. In this study, an efficient interpolation-based method is proposed to reduce ill-posedness availably and identify dynamic load stably. The load history is discretized into a series of time elements, and the load profile in each time element is approximated through interpolation functions. Then, in the whole time domain, the dynamic responses under interpolation function loads are calculated through a few finite element analysis and then assembled together to form a global kernel function matrix for load identification. Using singular value decomposition (SVD), the ill-posed degree of the global kernel function matrix can be analyzed. Compared with the conventional Green kernel function method (GKFM), the illposedness of global kernel function matrix in the proposed method is significantly reduced. Especially, when the length of time element is selected appropriately, the global kernel function matrix is entirely well-posed and the corresponding dynamic load can be stably identified without any regularization operation. Numerical examples demonstrate the effectiveness of the proposed method and the correctness of identified load. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:273 / 285
页数:13
相关论文
共 25 条
[1]  
[Anonymous], 1963, Soviet Math
[2]   Moving force identification using an existing prestressed concrete bridge [J].
Chan, THT ;
Law, SS ;
Yung, TH .
ENGINEERING STRUCTURES, 2000, 22 (10) :1261-1270
[3]  
Choi WS, 1999, INT J NUMER METH ENG, V46, P29, DOI 10.1002/(SICI)1097-0207(19990910)46:1<29::AID-NME661>3.3.CO
[4]  
2-4
[5]   Structural damping identification based on an iterative regularization method [J].
Ding, Y. ;
Law, S. S. .
JOURNAL OF SOUND AND VIBRATION, 2011, 330 (10) :2281-2298
[6]   SINGULAR VALUE DECOMPOSITION AND LEAST SQUARES SOLUTIONS [J].
GOLUB, GH ;
REINSCH, C .
NUMERISCHE MATHEMATIK, 1970, 14 (05) :403-&
[7]   GENERALIZED CROSS-VALIDATION AS A METHOD FOR CHOOSING A GOOD RIDGE PARAMETER [J].
GOLUB, GH ;
HEATH, M ;
WAHBA, G .
TECHNOMETRICS, 1979, 21 (02) :215-223
[8]   TRUNCATED SINGULAR VALUE DECOMPOSITION SOLUTIONS TO DISCRETE ILL-POSED PROBLEMS WITH ILL-DETERMINED NUMERICAL RANK [J].
HANSEN, PC .
SIAM JOURNAL ON SCIENTIFIC AND STATISTICAL COMPUTING, 1990, 11 (03) :503-518
[9]  
Kreitinger T.J., 1992, Soil Dyn. Earthq. Eng., V11, P269, DOI [10.1016/0267-7261(92)90043-D, DOI 10.1016/0267-7261(92)90043-D]
[10]   Damage identification of a target substructure with moving load excitation [J].
Li, J. ;
Law, S. S. .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2012, 30 :78-90