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A Method for Representation of Knowledge and Inference Based on MAS in Fault Diagnosis System

机译:故障诊断系统中基于MAS的知识与推理表示方法

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摘要

With the development of the distributed artificial intelligence system, multi-agent system (MAS) has been applied in construction of large-scale fault diagnosis systems. Procedure of construction of the knowledge base about fault diagnosis in conventional knowledge models cannot satisfy demands of asynchronism and concurrency of the system. To solve problems mentioned above, a new WFPN model and the corresponding fuzzy reasoning algorithm are proposed in this paper. The effectiveness of this method is verified by simulation. Results show that this model has advantage in building of large-scale fuzzy fault diagnosis systems over conventional knowledge models.
机译:随着分布式人工智能系统的发展,多智能体系统(MAS)已被应用在大规模故障诊断系统的构建中。传统知识模型中有关故障诊断的知识库的构建过程不能满足系统异步性和并发性的要求。针对上述问题,提出了一种新的WFPN模型和相应的模糊推理算法。仿真验证了该方法的有效性。结果表明,与传统的知识模型相比,该模型在建立大型模糊故障诊断系统中具有优势。

著录项

  • 来源
  • 会议地点 Sanya(CN)
  • 作者单位

    Graduate University of Chinese Academy of Sciences, Beijing, 100039, ChinaNational Engineering Research Center For High-End CNC?昐henyang, 110168, ChinaShenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang, 110168, China;

    Graduate University of Chinese Academy of Sciences, Beijing, 100039, ChinaNational Engineering Research Center For High-End CNC?昐henyang, 110168, ChinaShenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang, 110168, China;

    Graduate University of Chinese Academy of Sciences, Beijing, 100039, ChinaNational Engineering Research Center For High-End CNC?昐henyang, 110168, ChinaShenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang, 110168, China;

    Graduate University of Chinese Academy of Sciences, Beijing, 100039, China National Engineering Research Center For High-End CNC?昐henyang, 110168, China Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang, 110168, China;

    Graduate University of Chinese Academy of Sciences, Beijing, 100039, ChinaNational Engineering Research Center For High-End CNC?昐henyang, 110168, ChinaShenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang, 110168, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 人工智能理论;
  • 关键词

    WFPN; Knowledge representation; Fuzzy Inference; Multi-agent System;

    机译:WFPN;知识表示;模糊推理;多主体系统;

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