数字孪生自主供应链的实现:一种多智能体方法
Implementation of Autonomous Supply Chains for Digital Twinning: a Multi-Agent Approach
AI总结:
针对全球供应链脆弱性问题,提出基于自主经济智能体的多智能体技术框架以实现自主供应链,并通过易腐食品供应链场景的原型验证了其可行性。
摘要:
过去几年的贸易中断、疫情和乌克兰战争对全球供应链产生了不利影响,暴露了其脆弱性。自主供应链是一个新兴课题,作为提高其监控能力和鲁棒性的手段,受到了工业界和学术界的关注。尽管存在许多理论框架,但促进可推广的技术实现的工作却很稀少。我们通过研究用于实现自主供应链的多智能体系统方法来解决这一空白,提出了一种基于自主经济智能体的技术框架。我们用一个原型说明了该框架,在易腐食品供应链场景中进行了研究,并讨论了可能的扩展。
英文摘要:
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.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。