DocumentCode
3425381
Title
Multi-parameter inverse analysis research based on Comsol Multiphysics and Matlab
Author
Li, Songyu ; Fang, Lei ; Deng, Yongfeng ; Songyu Liu
Author_Institution
Inst. of Geotechnical Eng., Southeast Univ., Nanjing, China
Volume
2
fYear
2010
fDate
25-27 June 2010
Abstract
This paper constructs a parameter inverse analysis model for the diffusion analysis experiments of multi-ion transport model. It transforms multi-parameter inverse analysis problem into an optimization problem for nonlinear constrained planning. The optimization principle, the sequential quadratic programming method (SQP) for optimization and its implementation method in Matlab are introduced. With Comsol Multiphysics, multi-ion transport model is analyzed positively and is edited into the objective function (File .M) that can be directly utilized by Matlab. Then the fmincon function of the nonlinear optimization of Matlab to solve and analyze the problems. The proliferation tests of NaCl salt solution in the clay are under inverse analysis to obtain macro-transport parameters. The analysis shows that this method has fast convergence and high accuracy. This method is also beneficial to the similar optimization analysis of multi-parameter inverse analysis problems and complex nonlinear multi-field coupling problems.
Keywords
diffusion; geophysics computing; geotechnical engineering; mathematics computing; physics computing; quadratic programming; Comsol Multiphysics; Matlab; clay; complex nonlinear multifield coupling problem; diffusion analysis experiments; multiion transport model; multiparameter inverse analysis research; nonlinear constrained planning; optimization problem; proliferation tests; salt solution; sequential quadratic programming method; Computational modeling; Constraint optimization; Design engineering; Equations; Inverse problems; Material properties; Mathematical model; Optimization methods; Quadratic programming; System testing; Comsol Multiphysics; Matlab; Multi-field Coupling; Multi-ion Transport Model; Multi-parameter Inverse analysis; Optimization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Design and Applications (ICCDA), 2010 International Conference on
Conference_Location
Qinhuangdao
Print_ISBN
978-1-4244-7164-5
Electronic_ISBN
978-1-4244-7164-5
Type
conf
DOI
10.1109/ICCDA.2010.5541182
Filename
5541182
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