A Knowledge-based Customization System for Supply Chain Integration

被引:33
|
作者
Cheung, C. F. [1 ]
Cheung, C. M. [1 ]
Kwok, S. K. [1 ]
机构
[1] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Knowledge Management Res Ctr, Kowloon, Hong Kong, Peoples R China
关键词
Supply chain management; Optimization; Knowledge management; Knowledge-based system; Topology visualization; Network analysis; Radio-frequency identification; INVENTORY MANAGEMENT; NETWORKS; COLLABORATION; DESIGN;
D O I
10.1016/j.eswa.2011.08.096
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Hostile environmental pressure on supply chain management increases emphasis on supply chain agility, integration, and visibility to respond rapidly, effectively and efficiently to changes in the marketplace. There is a need for new methods and tools to visualize the supply chain topologies which captures and recognizes the complexity of the supply chain network. This paper presents a Knowledge-based Customization System for Supply Chain Integration (KCSSI) which is developed based on three core technologies: visualization of topologies, network analysis, and knowledge-based system so as to obtain quantified actionable information and formulating strategies for supply chain configuration leading the long term success. The performance of the system is verified by a series of controlled simulation experiments conducted in a selected reference site. It is verified that the KCSSI improves supply chain visibility by recognizing the structure clustering and interconnection of the supply chain network, quantifying and exploiting holistic supply chain performance to provide measurable insights for the customization of the supply chain configuration leading to long term success. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:3906 / 3924
页数:19
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