基于Multi-Agent的作业车间调度策略研究  

Study on job shop scheduling strategy based on Multi-Agent

作　　者：陈大林[1] Chen Dalin(School of Mechanical Engineering, Southeast University, Jiangsu Nanjing, 211189, China)

机构地区：[1]东南大学机械工程学院,江苏南京211189

出　　处：《机械设计与制造工程》2020年第8期89-92,共4页Machine Design and Manufacturing Engineering

基　　金：江苏省社会科学基金资助项目(16GLC003)。

摘　　要：车间调度问题的研究具有重要的理论及实用价值,为此研究了基于Multi-Agent的作业车间调度问题。对Multi-Agent系统及其在制造作业车间调度中的应用进行了简要介绍,提出了一种基于Multi-Agent黑板模型的作业车间调度方案,定义了车间管理Agent、工作单元Agent、任务管理Agent、事件Agent等作业车间调度系统模型,探讨了Multi-Agent黑板模型及知识库规则,提出了基于黑板模型实现作业车间调度管理框架。研究表明,基于Multi-Agent的作业车间调度策略可以实现车间资源的合理分配与调度,提升企业竞争力。The research of shop scheduling problem has important theoretical and practical value,so this paper studies the job shop scheduling problem based on Multi-Agent.It briefly introduces the Multi-Agent system and its application in manufacturing job shop scheduling,and proposes dynamic job-shop scheduling scheme based on Multi-Agent blackboard model.At the same time,it defines job shop scheduling system models such as the workshop management Agent,work unit Agent,task management Agent,event Agent,discusses the Multi-Agent blackboard model and design knowledge base rules,and proposes the job shop scheduling management frame based on blackboard model.The research results show that the job shop scheduling strategy with Multi-Agent can realize the reasonable allocation and scheduling of workshop resources and enhance the enterprises competitiveness.

关 键 词：MULTI-AGENT 作业车间 调度 黑板模型 

分 类 号：TH166[机械工程—机械制造及自动化] TP391[自动化与计算机技术—计算机应用技术]