Multiechelon supply chain planning with sequence-dependent changeovers and price elasticity of demand under uncertainty

被引:17
|
作者
Liu, Songsong [1 ]
Shah, Nilay [2 ]
Papageorgiou, Lazaros G. [1 ]
机构
[1] UCL, Dept Chem Engn, Ctr Proc Syst Engn, London WC1E 7JE, England
[2] Univ London Imperial Coll Sci Technol & Med, Ctr Proc Syst Engn, London SW7 2AZ, England
关键词
supply chain management; price elasticity of demand; inventory control; pricing; model predictive control; sequence-dependent changeovers; MODEL-PREDICTIVE CONTROL; CONTROL STRATEGY; INVENTORY; OPTIMIZATION; SYSTEMS; PLANTS; PERFORMANCE; MANAGEMENT; DECISIONS; FRAMEWORK;
D O I
10.1002/aic.13732
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
An optimization framework is proposed for a multiechelon multiproduct process supply chain planning under demand uncertainty considering inventory deviation and price fluctuation. In this problem, the sequence-dependent changeovers occur at the production plants, and price elasticity of demand is considered at the markets. Based on the classic formulation of travelling salesman problem (TSP), a mixed-integer liner programming (MILP) is developed, whose objective function considers the profit, inventory deviations from the desired trajectories and price changes simultaneously. Model predictive control (MPC) approach is adopted to tackle the uncertain issues, as well as the inventory and price maintenance. The applicability of the proposed model and approach was illustrated by solving a supply chain example. Some issues, including length of the control horizon, price elasticity of demand, weights, inventory trajectories, and changeovers, are discussed based on the computational results. (c) 2012 American Institute of Chemical Engineers AIChE J, 2012
引用
收藏
页码:3390 / 3403
页数:14
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