Research on work mechanism of intelligent CAPP

Zhongbin Wang, Yuliu Chen, Qing Li
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引用次数: 0

Abstract

Different manufacturing enterprises need the different CAPP systems, which interrupts popularization of CAPP. In order to improve expansibility, reusability and dynamic adaptability of CAPP system, the work mechanism of an intelligent CAPP system based on multi-agent system was investigated, and this paper researched on the architecture and function of the agents in the intelligent CAPP. The reason of conflict generation was analyzed, and conflict resolution mechanism based on knowledge was represented. The conflicts which intelligent CAPP generated were resolved by use of rule-based reasoning and case-based reasoning, the relevant agents were developed, the investigation achievement was applied in the process of producing shearer. It is shown that the intelligent CAPP based on multi-agent system has good expansibility and reusability, it can adapt to the changes of products and production conditions in the enterprise.
智能CAPP工作机理研究
不同的制造企业需要不同的CAPP系统,这阻碍了CAPP的推广。为了提高CAPP系统的可扩展性、可重用性和动态适应性,研究了基于多智能体系统的智能CAPP系统的工作机制,研究了智能CAPP系统中智能体的体系结构和功能。分析了冲突产生的原因,提出了基于知识的冲突解决机制。采用基于规则推理和基于案例推理的方法解决智能CAPP产生的冲突,开发相关代理,并将研究成果应用于采煤机生产过程中。研究表明,基于多智能体系统的智能CAPP具有良好的可扩展性和可重用性,能够适应企业产品和生产条件的变化。
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