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Modelling of a multi-agent supply chain management system using Colored Petri Nets

机译:使用彩色Petri网的多功能供应链管理系统建模

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The growth of the productive sector has driven the evolution of supply chains into highly complex, dynamic and concurrent systems. Consequently, emerging structures have been developed through the integration of advances in information and hardware technologies with the aim of increasing effectiveness and efficiency, as Industry 4.0. In this context, although several works use a multi-agent approach, they offer limited information on the use of formal models to specification the system. Considering the potentially serious consequences of inaccurate integration specification, the use of formal tools to design the processes for these types of system is recommended. Considering supply chains as a system of discrete events, techniques derived from Petri Nets can be used for modelling purposes. Such techniques include Colored Petri Nets, which have been effectively tested in hierarchical modelling, analysis and control of distributed systems, characteristics suitable for the specification of a supply chain management system in an industry 4.0 scenario. In this context, this article presents a systematic procedure that integrates a group of guides, methods and techniques, to develop a representation of a system with problem solving abilities, thereby facilitating the construction of a supply chain management model with a multi-agent structure, which incorporates progressive refinements and permits specification of the desired level of detail. Finally, the advantages of the proposed model are presented via its application to a product assembly case study.
机译:生产力部门的增长推动了供应链的演变为高度复杂,动态和并发的系统。因此,通过集成信息和硬件技术的进步来开发出新的结构,以提高效率和效率,作为行业4.0。在这种情况下,虽然有几种作品使用多种代理方法,但它们提供有关使用正式模型来规范系统的有限信息。考虑到不准确的整合规范的可能性严重后果,建议使用正式工具来设计这些类型系统的过程。考虑到供应链作为离散事件的系统,可以使用来自Petri网的技术来用于建模目的。这些技术包括彩色培养网,已经有效地测试了分布式系统的分层建模,分析和控制,适用于行业的供应链管理系统规范的特性。在这种情况下,本文提出了一种系统的过程,其集成了一组指南,方法和技术,以开发具有问题解决能力的系统的表示,从而促进了具有多种子体结构的供应链管理模型的构建,这包括渐进式改进并允许规范所需的细节水平。最后,通过其应用于产品组装案例研究,提出了所提出的模型的优点。

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