Integration of scheduling, design, and control of multiproduct chemical processes under uncertainty

被引:37
|
作者
Patil, Bhushan P. [1 ]
Maia, Eduardo [1 ]
Ricardez-Sandoval, Luis A. [1 ]
机构
[1] Univ Waterloo, Dept Chem Engn, Waterloo, ON N2L 3G1, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
design; process control; optimization; MULTIPURPOSE BATCH PLANTS; INTEGER DYNAMIC OPTIMIZATION; MODEL-PREDICTIVE CONTROL; MPC-BASED CONTROL; POLYMERIZATION REACTOR; STYRENE POLYMERIZATION; GRADE TRANSITION; SYSTEMS; ALGORITHM; OPERATIONS;
D O I
10.1002/aic.14833
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
The development of a methodology that addresses the simultaneous design, scheduling, and control of multiproduct processes is focused. The proposed methodology takes into account the influence of disturbances by the identification of their critical frequency, which is used to quantify the worst-case variability in the controlled variables via frequency response analysis. The uncertainty in the demands of products has also been addressed by creating critical demand scenarios with different probabilities of occurrence, while the nominal stability of the system has been ensured. Two case studies have been developed as applications of the methodology. The first case study focuses on the comparison of classical semisequential approach against the simultaneous methodology developed, while the second case study demonstrates the capability of the methodology in application to a large-scale nonlinear system. (c) 2015 American Institute of Chemical Engineers AIChE J, 61: 2456-2470, 2015
引用
收藏
页码:2456 / 2470
页数:15
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