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
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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