Modelling and optimisation of general hybrid systems in the continuous time domain

被引:60
作者
Avraam, MP [1 ]
Shah, N [1 ]
Pantelides, CC [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Ctr Proc Syst Engn, London SW7 2BY, England
关键词
D O I
10.1016/S0098-1354(98)00058-1
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents a mathematical formulation for the dynamic optimisation of hybrid processes described by general state-transition networks. In each state, the system behaviour is described by a set of differential and algebraic equations (DAEs). Transitions occur from one state to another whenever certain logical conditions are satisfied. The time horizon of interest is divided into a number of periods of variable duration, with the system potentially being in a different state in each period. Neither the initial nor the final state of the system, nor indeed any of its intermediate states, need to be known a priori. The resulting dynamic optimisation problem involves both continuous and discrete variables and is solved using a complete discretisation approach. Two examples of the application of the proposed methodology are presented. (C) 1998 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:S221 / S228
页数:8
相关论文
共 10 条
[1]   ON THE OPTIMIZATION OF DIFFERENTIAL-ALGEBRAIC PROCESS SYSTEMS [J].
CUTHRELL, JE ;
BIEGLER, LT .
AICHE JOURNAL, 1987, 33 (08) :1257-1270
[2]   Modeling and safety verification of discrete/continuous processing systems [J].
Dimitriadis, VD ;
Shah, N ;
Pantelides, CC .
AICHE JOURNAL, 1997, 43 (04) :1041-1059
[3]  
*GAMS DEV CORP, 1992, GAMS DICOPT SOLV MIX
[4]  
MORISON KR, 1984, 4 IIMAS WORKSH NUM A
[5]  
PANTELIDES CC, 1995, WORKSH ANAL DESIGN E
[6]   Integrating knowledge-based and mathematical programming approaches for process safety verification [J].
Srinivasan, R ;
Dimitriadis, VD ;
Shah, N ;
Venkatasubramanian, V .
COMPUTERS & CHEMICAL ENGINEERING, 1997, 21 :S905-S910
[7]   SIMULTANEOUS STRATEGIES FOR OPTIMIZATION OF DIFFERENTIAL-ALGEBRAIC SYSTEMS WITH ENFORCEMENT OF ERROR CRITERIA [J].
VASANTHARAJAN, S ;
BIEGLER, LT .
COMPUTERS & CHEMICAL ENGINEERING, 1990, 14 (10) :1083-1100
[8]   SOLUTION OF A CLASS OF MULTISTAGE DYNAMIC OPTIMIZATION PROBLEMS .2. PROBLEMS WITH PATH CONSTRAINTS [J].
VASSILIADIS, VS ;
SARGENT, RWH ;
PANTELIDES, CC .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1994, 33 (09) :2123-2133
[9]   SOLUTION OF A CLASS OF MULTISTAGE DYNAMIC OPTIMIZATION PROBLEMS .1. PROBLEMS WITHOUT PATH CONSTRAINTS [J].
VASSILIADIS, VS ;
SARGENT, RWH ;
PANTELIDES, CC .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1994, 33 (09) :2111-2122
[10]  
ZHANG X, 1995, THESIS U LONDON