柔性作业车间动态调度的多智能体系统模型

A. Ebufegha, Simon Li
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引用次数: 1

摘要

工业4.0的标志之一是智能制造系统(SMS)的发展。这些都是高度模块化的系统,每个物理资源都是自主的,能够通过工业网络相互交换信息。资源可以自组织以实时调度作业车间操作。与传统制造系统相比,实时调度的能力可以更好地利用零件加工操作序列的灵活性。这可能会减少订单完成时间并提高平均机器利用率。然而,很难调查这样一个系统的好处,因为它们的构建成本很高,这样的模拟是必要的。本文提出了SMS系统的动态调度模型,并给出了SMS系统运行的多方法仿真模型。本文还对所提出的调度策略的效益进行了初步研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-Agent System Model for Dynamic Scheduling in Flexibile Job Shops
One of the hallmarks of industry 4.0 is the development of a smart manufacturing system (SMS). These are highly modular systems, with every physical resource being autonomous and capable of exchanging information with each other over an industrial network. The resources can self-organize to schedule job shop operations in real-time. The ability to schedule in real-time allows for better use of the flexibility in part processing operation sequences than with conventional manufacturing systems. This could potentially result in reduced order completion times and increased average machine utilization. However, it is difficult to investigate the benefits of such a system as they are expensive to build as such a simulation is necessary. This paper presents model for a dynamic scheduling in an SMS well as a multi-method model for simulating its operation. The paper also presents a preliminary investigation into the benefits of the proposed scheduling strategy.
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