Trade disruptions, the pandemic, and the Ukraine war over the past years have adversely affected global supply chains, revealing their vulnerability. Autonomous supply chains are an emerging topic that has gained attention in industry and academia as a means of increasing their monitoring and robustness. While many theoretical frameworks exist, there is only sparse work to facilitate generalisable technical implementation. We address this gap by investigating multi-agent system approaches for implementing autonomous supply chains, presenting an autonomous economic agent-based technical framework. We illustrate this framework with a prototype, studied in a perishable food supply chain scenario, and discuss possible extensions.
翻译:近年来,贸易中断、疫情及乌克兰战争等事件对全球供应链造成了不利影响,暴露了其脆弱性。自主供应链作为提升监控能力与鲁棒性的新兴课题,已在工业界和学术界引起广泛关注。尽管存在诸多理论框架,但促进通用化技术实现的研究仍较为匮乏。本文通过探索多智能体系统方法实现自主供应链,提出了一种基于自主经济智能体的技术框架,填补了这一研究空白。我们以易腐食品供应链场景为例,通过原型系统对该框架进行说明,并探讨了可能的扩展方向。