New trends in optimization-based approaches to process synthesis

被引:64
作者
Grossmann, IE
Daichendt, MM
机构
[1] Department of Chemical Engineering, Carnegie Mellon University, Pittsburgh
关键词
D O I
10.1016/0098-1354(95)00201-4
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents first a brief overview of the considerable work that has been performed for the systematic synthesis of process flowsheets and corresponding subsystems. Next, it is argued that a number of important research challenges remain to be solved with major themes being fundamental integration of different synthesis methodologies, improved robustness of optimization-based methods for predicting solutions of good quality, and improved capabilities for handling larger problems. In order to illustrate how some of these challenges are being addressed with the use of optimization-based techniques, we describe work in the areas of integration of logic in mixed-integer optimization, global optimization of nonlinear programming models, and rigorous preliminary screening for MINLP models. Numerical results will be presented to illustrate the usefulness and potential of these methods.
引用
收藏
页码:665 / 683
页数:19
相关论文
共 133 条
[1]   ALGORITHMIC SYNTHESIS OF CHEMICAL REACTOR NETWORKS USING MATHEMATICAL-PROGRAMMING [J].
ACHENIE, LEK ;
BIEGLER, LT .
INDUSTRIAL & ENGINEERING CHEMISTRY FUNDAMENTALS, 1986, 25 (04) :621-627
[2]   DEVELOPING TARGETS FOR THE PERFORMANCE INDEX OF A CHEMICAL REACTOR NETWORK - ISOTHERMAL SYSTEMS [J].
ACHENIE, LKE ;
BIEGLER, LT .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1988, 27 (10) :1811-1821
[3]   AN MILP FORMULATION FOR HEAT-INTEGRATED DISTILLATION SEQUENCE SYNTHESIS [J].
ANDRECOVICH, MJ ;
WESTERBERG, AW .
AICHE JOURNAL, 1985, 31 (09) :1461-1474
[4]   A SIMPLE SYNTHESIS METHOD BASED ON UTILITY BOUNDING FOR HEAT-INTEGRATED DISTILLATION SEQUENCES [J].
ANDRECOVICH, MJ ;
WESTERBERG, AW .
AICHE JOURNAL, 1985, 31 (03) :363-375
[5]  
[Anonymous], MATH PROGR
[6]   MASS HEAT-EXCHANGE NETWORK REPRESENTATION OF DISTILLATION NETWORKS [J].
BAGAJEWICZ, MJ ;
MANOUSIOUTHAKIS, V .
AICHE JOURNAL, 1992, 38 (11) :1769-1800
[7]   TARGETING STRATEGIES FOR THE SYNTHESIS AND ENERGY INTEGRATION OF NONISOTHERMAL REACTOR NETWORKS [J].
BALAKRISHNA, S ;
BIEGLER, LT .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1992, 31 (09) :2152-2164
[8]   CONSTRUCTIVE TARGETING APPROACHES FOR THE SYNTHESIS OF CHEMICAL REACTOR NETWORKS [J].
BALAKRISHNA, S ;
BIEGLER, LT .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1992, 31 (01) :300-312
[9]  
BOLIO B, 1994, GLOBESEP INTERACTIVE
[10]  
Brooke A., 1988, GAMS USERS GUIDE