Dynamic optimization of chemical and biochemical processes using restricted second-order information

被引:73
作者
Balsa-Canto, E
Banga, JR
Alonso, AA
Vassiliadis, VS
机构
[1] CSIC, Chem Engn Lab, IIM, Vigo 36208, Spain
[2] Univ Vigo, Dept Chem Engn, Vigo 36200, Spain
[3] Univ Cambridge, Dept Chem Engn, Cambridge CB2 3RA, England
关键词
optimal control; dynamic optimization; chemical processes; biochemical processes; sensitivity analysis;
D O I
10.1016/S0098-1354(01)00633-0
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The extension of a recently developed method for the dynamic optimization of chemical and biochemical processes is presented. This method is based on the control vector parameterization approach and makes use of the calculation of first- and second-order sensitivities to obtain exact gradient and projected Hessian information. In order to achieve high discretization levels of the control variables with a moderate computational cost, a mesh refining technique is also presented here. The robustness and efficiency of this strategy is illustrated with the solution of several challenging case studies. (C) 2001 Elsevier Science Ltd. AII rights reserved.
引用
收藏
页码:539 / 546
页数:8
相关论文
共 31 条
[1]   Stochastic dynamic optimization of batch and semicontinuous bioprocesses [J].
Banga, JR ;
Alonso, AA ;
Singh, RP .
BIOTECHNOLOGY PROGRESS, 1997, 13 (03) :326-335
[2]   Stochastic optimization for optimal and model-predictive control [J].
Banga, JR ;
Irizarry-Rivera, R ;
Seider, WD .
COMPUTERS & CHEMICAL ENGINEERING, 1998, 22 (4-5) :603-612
[3]  
Banga JR, 1996, NONCON OPTIM ITS APP, V7, P563
[4]  
BANGA JR, 1995, AICHE ANN M MIAM
[5]  
BOJKOV B, 1993, HUNG J IND CHEM, V21, P177
[6]  
Bryson A. E., 1975, APPL OPTIMAL CONTROL
[7]  
Carrasco EF, 1998, UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II, P925, DOI 10.1049/cp:19980352
[8]   SIMULTANEOUS-OPTIMIZATION AND SOLUTION METHODS FOR BATCH REACTOR CONTROL PROFILES [J].
CUTHRELL, JE ;
BIEGLER, LT .
COMPUTERS & CHEMICAL ENGINEERING, 1989, 13 (1-2) :49-62
[9]   DYNAMIC OPTIMIZATION OF CONSTRAINED CHEMICAL-ENGINEERING PROBLEMS USING DYNAMIC-PROGRAMMING [J].
DADEBO, SA ;
MCAULEY, KB .
COMPUTERS & CHEMICAL ENGINEERING, 1995, 19 (05) :513-525
[10]  
GUAY M, 1995, COMPUT CHEM ENG, V19, P1271, DOI 10.1016/0098-1354(94)00120-0