GLOBAL OPTIMIZATION FOR THE PHASE-STABILITY PROBLEM

Citation
Cm. Mcdonald et Ca. Floudas, GLOBAL OPTIMIZATION FOR THE PHASE-STABILITY PROBLEM, AIChE journal, 41(7), 1995, pp. 1798-1814
Citations number
35
Categorie Soggetti
Engineering, Chemical
Journal title
ISSN journal
00011541
Volume
41
Issue
7
Year of publication
1995
Pages
1798 - 1814
Database
ISI
SICI code
0001-1541(1995)41:7<1798:GOFTPP>2.0.ZU;2-2
Abstract
The Gibbs tangent plane criterion has become important in determining the quality of obtained solutions to the phase and chemical equilibriu m problem. The ability to determine if a postulated solution is thermo dynamically stable with respect to perturbations in any or all of the phases is very useful in the search for the title equilibrium solution . Previous approaches have focused on finding stationary points of the tangent plane distance function. Obtaining all stationary points, how ever cannot be guaranteed due to the complex and nonlinear nature of t he models used to predict equilibrium. Simpler fomulations for the sta bility problem are presented for special problems where nonideal liqui d phases can be adequately modeled using the NRTL and UNIQUAC activity coefficient equations. It shows how the global minimum of the tangent plane distance function can be obtained for these problems. A global optimization approach is advantageous because a nonnegative solution c an be asserted to be the globally stable equilibrium one, unlike avail able local algorithms. For the NRTL equation, the GOP algorithm of Flo udas and Visweswaran (1990, 1993) is used to guarantee obtaining epsil on-global convergence to the global minimum. For the UNIQUAC equation, a branch and bound algorithm based on that of Falk and Soland (1969) is used to guarantee convergence to the global solution. Computational results demonstrate the efficiency of both global optimization algori thms in solving various challenging problems.