On implementing autonomous supply chains: A multi-agent system approach

被引:5
作者
Xu, Liming [1 ]
Mak, Stephen [1 ]
Minaricova, Maria [2 ]
Brintrup, Alexandra [1 ]
机构
[1] Univ Cambridge, Inst Mfg, Dept Engn, 17 Charles Babbage Rd, Cambridge CB3 0FS, England
[2] Fetch ai, St Johns Innovat Ctr, Cowley Rd, Cambridge CB4 0WS, England
基金
英国工程与自然科学研究理事会;
关键词
Autonomous supply chain; Multi-agent system; Autonomous agents; Perishable foods; Resilience; MANAGEMENT; NEGOTIATIONS; COORDINATION; ARCHITECTURE; FRAMEWORK; SELECTION; AGENTS;
D O I
10.1016/j.compind.2024.104120
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Trade restrictions, the COVID-19 pandemic, and geopolitical conflicts have significantly exposed vulnerabilities within traditional global supply chains. These events underscore the need for organisations to establish more resilient and flexible supply chains. To address these challenges, the concept of the autonomous supply chain (ASC), characterised by predictive and self-decision-making capabilities, has recently emerged as a promising solution. However, research on ASCs is relatively limited, with no existing studies specifically focusing on their implementations. This paper aims to address this gap by presenting an implementation of ASC using a multi- agent approach. It presents a methodology for the analysis and design of such an agent-based ASC system (A2SC). This paper provides a concrete case study, the autonomous meat supply chain, which showcases the practical implementation of the A2SC system using the proposed methodology. Additionally, a system architecture and a toolkit for developing such A2SC systems are presented. Despite limitations, this work demonstrates a promising approach for implementing an effective ASC system.
引用
收藏
页数:18
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