Robust stabilizing inventory control in supply networks under uncertainty of external demand and supply time-delays

被引:1
作者
Dorofieiev, Yu. I. [1 ]
Lyubchyk, L. M. [1 ]
Nikulchenko, A. A. [1 ]
机构
[1] Natl Tech Univ, Kharkov Polytech Inst, UA-61002 Kharkov, Ukraine
关键词
MODEL-PREDICTIVE CONTROL; OPTIMIZATION; SYSTEMS;
D O I
10.1134/S1064230714050062
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A synthesis problem of the robust inventory control strategy for supply networks under uncertain bounded demand and uncertainty of supply time-delays and with presence of asymmetric constraints on states and controls is considered. Control is constructed based on the invariant ellipsoid method as a linear non-stationary feedback with respect to deviation of the current stock level from the chosen safety level. Solvability conditions of the synthesis problem are stated in the form of linear matrix inequalities and are reduced to solving semi-definite programming and one-dimensional convex optimization problems. The resulting control strategy ensures suppression of influence of intervalbounded external demand and robust stabilization of the closed-loop system. Control of the supply network of three nodes is considered as an example.
引用
收藏
页码:761 / 775
页数:15
相关论文
共 18 条
[1]  
[Anonymous], 2002, ROBASTNAYA USTOICHIV
[2]  
[Anonymous], 2012, Dynamic Programming and Optimal Control
[3]  
Bemporad A, 1999, LECT NOTES CONTR INF, V245, P207
[4]   RECURSIVE STATE ESTIMATION FOR A SET-MEMBERSHIP DESCRIPTION OF UNCERTAINTY [J].
BERTSEKAS, DP ;
RHODES, IB .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1971, AC16 (02) :117-+
[5]   Least inventory control of multistorage systems with non-stochastic unknown inputs [J].
Blanchini, F ;
Rinaldi, F ;
Ukovich, W .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1997, 13 (05) :633-645
[6]  
Blanchini F, 2008, SYST CONTROL-FOUND A, P1
[7]  
Boyd S., 1994, LINEAR MATRIX INEQUA
[8]  
Dorogov Yu. I., 2013, SYSTEM RES INFORM T, P16
[9]  
Golub G. H., 1996, ROBUST STABILITY CON
[10]  
Grant M., CVX: Matlab Software for Disciplined Convex Programming