A soft constraint adjustment method based on multi-parametric programming in steady-state target calculation for model predictive control

被引：0

作者：

Lin Xiaozhong ^{[1
]}

Xie Lei ^{[1
]}

Su Hongye ^{[1
]}

机构：

[1] Zhejiang Univ, Inst Cyber Syst & Control, State Key Lab Ind Control Technol, Hangzhou 310027, Zhejiang, Peoples R China

来源：

2013 32ND CHINESE CONTROL CONFERENCE (CCC) | 2013年

关键词：

multi-parametric linear programming; steady-state target calculation; soft constraint; OPTIMIZATION;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In order to track the result of local economic optimization, steady-state target calculation for Model Predictive Control should be implemented. When steady-state target calculation for Model Predictive Control becomes infeasible, soft constraints adjustment is involved to make it feasible. The traditional method does not consider that different soft constraints adjustment will affect final economic objective achievement, It is not guaranteed to achieve the optimal economic objective through soft constrains adjustment by choosing different weighted coefficient according to experience , a multi-parametric programming algorithm is proposed to divide the variation range of coefficients of the soft constraint into different regions. It can determine the most suitable soft constraints adjustment to achieve optimal economic objective by comparing economic objective value in the different region. Simulation results of typical control model of a heavy oil fractionator proposed by Royal Dutch/Shell Group showed the effectivity of the proposed algorithm.

引用

页码：4046 / 4051

页数：6

共 10 条

[1] [Anonymous], 1987, SHELL PROC CONTR WOR
[2] AN EFFICIENT POINT ALGORITHM FOR A LINEAR 2-STAGE OPTIMIZATION PROBLEM
BARD, JF
[J]. OPERATIONS RESEARCH, 1983, 31 (04) : 670 - 684
[3] Dai Liankui, 1998, Control Theory & Applications, V15, P925
[4] A multiparametric programming approach for mixed-integer quadratic engineering problems
Dua, V
Bozinis, NA
Pistikopoulos, EN
[J]. COMPUTERS & CHEMICAL ENGINEERING, 2002, 26 (4-5) : 715 - 733
[5] Parametric global optimisation for bilevel programming
Faisca, Nuno P.
Dua, Vivek
Rustem, Berc
Saraiva, Pedro M.
Pistikopoulos, Efstratios N.
[J]. JOURNAL OF GLOBAL OPTIMIZATION, 2007, 38 (04) : 609 - 623
[6] Design and experimental validation of a constrained MPC for the air feed of a fuel cell
Gruber, J. K.
Doll, M.
Bordons, C.
[J]. CONTROL ENGINEERING PRACTICE, 2009, 17 (08) : 874 - 885
[7] Robust steady-state target calculation for model predictive control
Kassmann, DE
Badgwell, TA
Hawkins, RB
[J]. AICHE JOURNAL, 2000, 46 (05) : 1007 - 1024
[8] Constrained predictive control of ship fin stabilizers to prevent dynamic stall
Perez, Tristan
Goodwin, Graham C.
[J]. CONTROL ENGINEERING PRACTICE, 2008, 16 (04) : 482 - 494
[9] Xi Y.G., 1998, ACTA AUTOM SIN, V24, P727
[10] Xi Yugeng, 1995, Control Theory & Applications, V12, P590

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