Optimal Control of Distribution Chains for Perishable Goods

被引:17
作者
Gaggero, M. [1 ]
Tonelli, F. [2 ]
机构
[1] Natl Res Council Italy, Inst Intelligent Syst Automat, I-16149 Genoa, Italy
[2] Univ Genoa, Dept Mech Engn Energet Management & Transport, I-16145 Genoa, Italy
关键词
Model predictive control; optimization; distribution chains; perishable goods; inventory control; MODEL-PREDICTIVE CONTROL; ADVANCE DEMAND INFORMATION; LOT-SIZING PROBLEM; INVENTORY; OPTIMIZATION; PRODUCTS; MANAGEMENT; COSTS;
D O I
10.1016/j.ifacol.2015.06.222
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A discrete-time dynamic model of distribution chains for perishable goods is presented together with an approach for its optimal management based on model predictive control. The model is based on a directed graph, with buffers representing the amounts of goods for the various remaining lifetimes, whose time evolution is obtained Via balance equations. The amounts of goods to transfer from node to node are chosen by solving a receding-horizon optimal control problem at each time step. The proposed approach allows one to trade among inventory and transportation costs, satisfaction of the customers' demand, and reduction of the amount of wasted goods, namely goods with no remaining lifetime and thus that have to be discarded from the distribution chain. Preliminary simulation results in three scenarios are reported to show the potential of the proposed approach. (C) 2015, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1049 / 1054
页数:6
相关论文
共 26 条
[1]   Nonlinear Predictive Control for the Management of Container Flows in Maritime Intermodal Terminals [J].
Alessandri, A. ;
Cervellera, C. ;
Cuneo, M. ;
Gaggero, M. .
47TH IEEE CONFERENCE ON DECISION AND CONTROL, 2008 (CDC 2008), 2008, :2800-2805
[2]  
Alessandri A, 2011, IEEE DECIS CONTR P, P489, DOI 10.1109/CDC.2011.6160626
[3]  
Alessandri A., 2012, 4 IFAC NONL MOD PRED, P238
[4]   Predictive Control of Container Flows in Maritime Intermodal Terminals [J].
Alessandri, Angelo ;
Cervellera, Cristiano ;
Gaggero, Mauro .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2013, 21 (04) :1423-1431
[5]   Min-Max and Predictive Control for the Management of Distribution in Supply Chains [J].
Alessandri, Angelo ;
Gaggero, Mauro ;
Tonelli, Flavio .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2011, 19 (05) :1075-1089
[6]  
Bellman RE., 1957, Dynamic Programming
[7]   An economic lot-sizing problem with perishable inventory and economies of scale costs: Approximation solutions and worst case analysis [J].
Chu, LY ;
Hsu, VN ;
Shen, ZJM .
NAVAL RESEARCH LOGISTICS, 2005, 52 (06) :536-548
[8]  
FEIGIN G, 2002, INT SERIES OPERATION, V60, P37
[9]   Recent trends in modeling of deteriorating inventory [J].
Goyal, SK ;
Giri, BC .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 134 (01) :1-16
[10]  
GURLER U, 2000, IEE T, V40, P759