The performance of simulated annealing in parameter estimation for vapor-liquid equilibrium modeling

被引：15
|
作者：
Bonilla-Petriciolet, A. [1 ]
Bravo-Sanchez, U. I.
Castillo-Borja, F.
Zapiain-Salinas, J. G.
Soto-Bernal, J. J.
机构：
[1] Inst Tecnol Aguascalientes, Dept Ingn Quim, Aguascalientes 20256, Mexico
[2] Inst Tecnol Aguascalientes, Dept Sistemas & Computac, Aguascalientes 20256, Mexico
来源：
BRAZILIAN JOURNAL OF CHEMICAL ENGINEERING | 2007年 / 24卷 / 01期
关键词：
vapor-liquid equilibrium; simulated annealing; nonlinear parameter estimation; error-in-variable method; global optimization;
D O I：
10.1590/S0104-66322007000100014
中图分类号：
TQ [化学工业];
学科分类号：
0817 ;
摘要：
In this paper we report the application and evaluation of the simulated annealing (SA) optimization method in parameter estimation for vapor-liquid equilibrium (VLE) modeling. We tested this optimization method using the classical least squares and error-in-variable approaches. The reliability and efficiency of the data-fitting procedure are also considered using different values for algorithm parameters of the SA method. Our results indicate that this method, when properly implemented, is a robust procedure for nonlinear parameter estimation in thermodynamic models. However, in difficult problems it still can converge to local optimums of the objective function.
引用
收藏
页码：151 / 162
页数：12
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