Detecting disturbances in supply chains: the case of capacity constraints

被引:17
|
作者
Shukla, Vinaya [1 ]
Naim, Mohamed [2 ]
机构
[1] Middlesex Univ, Dept Int Management & Innovat, London, England
[2] Cardiff Univ, Cardiff Business Sch, Dept Logist & Operat Management, Cardiff, Wales
关键词
Supply chain risk; Clustering; Disturbance detection; Capacity constraint; TIME-SERIES DATA; RESEARCH ISSUES; INFORMATION; PERFORMANCE; DISRUPTION; RISK; MITIGATION; STRATEGIES; INSIGHTS; IMPACT;
D O I
10.1108/IJLM-12-2015-0223
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Purpose - The ability to detect disturbances quickly as they arise in a supply chain helps to manage them efficiently and effectively. The purpose of this paper is to demonstrate the feasibility of automatically and therefore quickly detecting a specific disturbance, which is constrained capacity at a supply chain echelon. Design/methodology/approach - Different supply chain echelons of a simulated four echelon supply chain were individually capacity constrained to assess their impacts on the profiles of system variables, and to develop a signature that related the profiles to the echelon location of the capacity constraint. A review of disturbance detection techniques across various domains formed the basis for considering the signature-based technique. Findings - The signature for detecting a capacity constrained echelon was found to be based on cluster profiles of shipping and net inventory variables for that echelon as well as other echelons in a supply chain, where the variables are represented as spectra. Originality/value - Detection of disturbances in a supply chain including that of constrained capacity at an echelon has seen limited research where this study makes a contribution.
引用
收藏
页码:398 / 416
页数:19
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