A flexible and generic approach to dynamic modelling of supply chains

被引:17
作者
Hung, WY [1 ]
Kucherenko, S [1 ]
Samsatli, NJ [1 ]
Shah, N [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Chem Engn, Ctr Proc Syst Engn, London SW7 2AZ, England
基金
英国工程与自然科学研究理事会;
关键词
supply chain management; simulation; stochastic; system dynamics;
D O I
10.1057/palgrave.jors.2601740
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In this paper, we present a new modelling approach for realistic Supply chain simulation. The model provides an experimental environment for informed comparison between different Supply chain policies. A basic simulation model for a generic node, from which a supply chain network can be built, has been developed using an object-oriented approach. This generic model allows the incorporation of the information and physical systems and decision-making policies used by each node. The object-oriented approach gives the flexibility in specifying the supply chain configuration and operation decisions, and policies. Stochastic simulations are achieved by applying Latin Supercube Sampling to the uncertain variables in descending order of importance. which reduces the number of simulations required. We also present a case study to show that the model is applicable to a real-life situation for dynamic stochastic studies.
引用
收藏
页码:801 / 813
页数:13
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