基于Comsol Multiphysics和Matlab的多参数逆分析研究

Renmin Li, L. Fang, Yongfeng Deng, Songyu Liu
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引用次数: 3

摘要

针对多离子输运模型的扩散分析实验,建立了参数逆分析模型。将多参数逆分析问题转化为非线性约束规划优化问题。介绍了优化原理、优化的顺序二次规划法及其在Matlab中的实现方法。利用Comsol Multiphysics对多离子输运模型进行了正面分析,并将其编辑成目标函数(File . m),可直接在Matlab中使用。然后利用Matlab对fmincon函数的非线性优化问题进行求解和分析。通过对NaCl溶液在粘土中的扩散试验进行反分析,得到宏观输运参数。分析表明,该方法收敛速度快,精度高。该方法也有利于多参数反分析问题和复杂非线性多场耦合问题的类似优化分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-parameter inverse analysis research based on Comsol Multiphysics and Matlab
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.
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