Can simulation technology enable a paradigm shift in process control? Modeling for the rest of us

被引:33
作者
Cox, Robert K. [1 ]
Smith, Julie F. [1 ]
Dimitratos, Yiannis [1 ]
机构
[1] DuPont Engn Res & Technol, Wilmington, DE 19898 USA
关键词
process dynamic modeling and simulation; virtual process; operator training simulators;
D O I
10.1016/j.compchemeng.2006.05.020
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Commercial process simulation software makes it easy for experts to develop very complex models with thousands of equations. But how well are these models used? Remember the admonition of Box [Box, G. E. P. (1979). Robustness in scientific model building. In R. L. Launer & G. N. Wilkinson (Eds.), Robustness in statistics (pp. 201-236). New York: Academic Press], "All models are wrong, but some are useful". Are case runs just captured in a report and then filed away? Is the expert the only one who can run additional cases? We believe that process dynamics simulation should be ubiquitous in chemical engineering practice and education. Undergraduate engineers should experience unit operations through a virtual process simulator. In industry, engineers must be able to quickly build dynamic models to study operability and design control strategies. We feel that DuPont has undergone a paradigm shift where engineers are much more likely to use dynamic simulation as part of their day-to-day work. This paper illustrates some of the features that process dynamic simulators need to enable this paradigm shift. (c) 2006 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1542 / 1552
页数:11
相关论文
共 12 条
[1]  
DOWNS JJ, 1991, P 4 CHEM PROC CONTR
[2]  
FRANKS R, 1972, MODELING SIMULATION
[3]  
Krieger J.H., 1995, CHEM ENG NEWS
[4]   Integrated process design instruction [J].
Lewin, DR ;
Seider, WD ;
Seader, JD .
COMPUTERS & CHEMICAL ENGINEERING, 2002, 26 (02) :295-306
[5]  
Luyben WL, 1998, PLANTWIDE PROCESS CO
[6]  
LUYBEN WL, 1990, PROCESS MODELING SIM, P111
[7]   Trends in computer-aided process modeling [J].
Marquardt, W .
COMPUTERS & CHEMICAL ENGINEERING, 1996, 20 (6-7) :591-609
[8]  
Schiesser W. E., 1991, NUMERICAL METHOD LIN
[9]  
Schiesser W. E., 1994, COMPUTATIONAL MATH E
[10]   Intelligent systems in process engineering: A review [J].
Stephanopoulos, G ;
Han, C .
COMPUTERS & CHEMICAL ENGINEERING, 1996, 20 (6-7) :743-791