Optimizing model predictive control of an industrial distillation column

被引：20

作者：

Porfirio, C. R. ^{[2
]}

Odloak, D. ^{[1
]}

机构：

[1] Univ Sao Paulo, Dept Chem Engn, BR-05424970 Sao Paulo, Brazil

[2] Refinery Cubatao, Petrobras, BR-11555900 Cubatao, Brazil

来源：

CONTROL ENGINEERING PRACTICE | 2011年 / 19卷 / 10期

关键词：

Real-time optimization; Model predictive control; Distillation control; Integration of control and optimization; Process optimization; REAL-TIME OPTIMIZATION; PERFORMANCE ASSESSMENT; SYSTEM; MPC;

D O I：

10.1016/j.conengprac.2011.06.003

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The main scope of this work is the implementation of an MPC that integrates the control and the economic optimization of the system. The two problems are solved simultaneously through the modification of the control cost function that includes an additional term related to the economic objective. The optimizing MPC is based on a quadratic program (QP) as the conventional MPC and can be solved with the available QP solvers. The method was implemented in an industrial distillation system, and the results show that the approach is efficient and can be used, in several practical cases. (C) 2011 Elsevier Ltd. All rights reserved.

引用

页码：1137 / 1146

页数：10

共 23 条

[1] Integration of real-time optimization and model predictive control [J].

Adetola, V. ;

Guay, M. .

JOURNAL OF PROCESS CONTROL, 2010, 20 (01) :125-133

[2]

[Anonymous], AICHE S SER

[3] One-layer real time optimization of LPG production in the FCC unit: procedure, advantages and disadvantages [J].

de Gouvea, MT ;

Odloak, D .

COMPUTERS & CHEMICAL ENGINEERING, 1998, 22 :S191-S198

[4] Real time optimization (RTO) with model predictive control (MPC) [J].

De Souza, Glauce ;

Odloak, Darci ;

Zanin, Antonio C. .

COMPUTERS & CHEMICAL ENGINEERING, 2010, 34 (12) :1999-2006

[5] Feedback control for optimal process operation [J].

Engell, Sebastian .

JOURNAL OF PROCESS CONTROL, 2007, 17 (03) :203-219

[6]

GEORGIOU A, 1997, P NPRA COMP C NAT PE

[7] Control of polystyrene batch reactors using neural network based model predictive control (NNMPC): An experimental investigation [J].

Hosen, Mohammad Anwar ;

Hussain, Mohd Azlan ;

Mjalli, Farouq S. .

CONTROL ENGINEERING PRACTICE, 2011, 19 (05) :454-467

[8]

Kadam J.V., 2003, Proceedings of the 4th International Conference of the Foundations of Computer-Aided Process Operations, P593

[9] Nonlinear model predictive control of a reactive distillation column [J].

Kawathekar, Rohit ;

Riggs, James B. .

CONTROL ENGINEERING PRACTICE, 2007, 15 (02) :231-239

[10] Challenging control problems and emerging technologies in enterprise optimization [J].

Lu, JZ .

CONTROL ENGINEERING PRACTICE, 2003, 11 (08) :847-858

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