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An Agent System for Application Initialization in an Integrated Manufacturing Environment

机译:集成制造环境中用于应用程序初始化的代理系统

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摘要

A great deal of research and development effort has been undertaken in recent years to integrate otherwise disconnected manufacturing production and planning (P/E) application software systems so that the enterprises can react quickly and accurately to the ever changing market dynamics. In such an integrated P/E environment it is, at times, necessary to bring in a new application in order to replace an outmoded one or to provide functionality that is not available in the existing environment. The process of introducing a new application, Application Initialization, is very complicated and can be extremely costly in terms of time and resources. In this paper we propose a multi-agent system (MAS) to assist with the application initialization process. A collection of eight agents with specialized expertise is assembled to carry out the operational steps of the initialization process. These agents interact with each other, with other applications in the environment, and with the human specialist in the process. All agents speak KQML language, supported by Jackal, a JAVA based, light-weighted and flexible agent communication infrastructure we have developed. The MAS is tested with an integrated environment involving real P/E applications. The success of the experiment demonstrates that MAS is a technically viable approach for providing flexible and inexpensive solutions to difficult tasks (application initialization and others) in the integration of manufacturing planning and execution.
机译:近年来,已进行了大量的研究和开发工作,以集成原本不连贯的制造生产和计划(P / E)应用软件系统,以便企业可以对不断变化的市场动态做出快速而准确的反应。在这样的集成P / E环境中,有时需要引入一个新应用程序以替换过时的应用程序或提供现有环境中不可用的功能。引入新应用程序“应用程序初始化”的过程非常复杂,并且在时间和资源方面可能会非常昂贵。在本文中,我们提出了一种多智能体系统(MAS)来协助应用程序初始化过程。汇集了具有专业知识的八个代理,以执行初始化过程的操作步骤。这些代理相互交互,与环境中的其他应用程序交互,并在此过程中与人类专家交互。在Jackal的支持下,所有座席都使用KQML语言,Jackal是我们开发的基于JAVA的轻量级灵活的座席通信基础结构。 MAS已在涉及实际P / E应用程序的集成环境中进行了测试。实验的成功表明,MAS是一种技术可行的方法,可为制造计划和执行的集成中的困难任务(应用程序初始化等)提供灵活而廉价的解决方案。

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