期刊文献+

基于模糊Petri网的设备故障诊断新方法研究 被引量:6

New Method Research for Machine Fault Diagnosis Based on Fuzzy Petri Net
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摘要 专家系统用于计算机数控(CNC)设备的故障诊断日益受到人们的重视。为了能够解决故障现象的模糊性,本文将模糊理论与Petri网结合,建立了模糊Petri网(FPN)理论体系。引出了FPN转移被激发规则,确定了FPN的动态运行过程。应用FPN能够清楚地表达与或树、产生式规则等知识表达形式。基于FPN理论,建立了CNC设备故障诊断专家系统(CNCM-FDES)。该系统由知识库系统、知识库管理系统、诊断推理机制、诊断过程解释机制、故障评价、故障决策与人机界面组成。文中分别介绍了该系统的各个组成部分。 Great importance is increasingly attached to expert system for fault diagnosis of computer numerical control (CNC) machines. In order to solve fuzziness of faults,fuzzy theory is connected with Petri net in this paper,and a fuzzy Petri net (FPN) theory is established. Rules firing transitions in FPN are introduced,and dynamic running process of FPN is determined. It is possible to clearly represent knowledge expression forms,such as and-or trees,production rules,etc. by FPN. Based on the FPN theory,an expert system for fault diagnosis of CNC machines (CNCM-FDES) is found. The system consists of knowledge base system, management system for knowledge base, diagnosis inference mechanism,diagnosis process interpretation mechanism, fault evaluation, fault decision and manmachine imerface. Each component part is separately introduced.
出处 《南京航空航天大学学报》 CAS CSCD 1995年第1期111-118,共8页 Journal of Nanjing University of Aeronautics & Astronautics
基金 国家自然科学基金
关键词 故障诊断 专家系统 PETRI网 计算机控制 fuzzy theory fault diagnosis expert system Petri net CNC
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同被引文献25

  • 1何新贵.模糊Petri网[J].计算机学报,1994,17(12):946-950. 被引量:54
  • 2徐小来,王莉,杨维群.基于模糊Petri网的压缩机故障诊断[J].压缩机技术,2005(3):16-18. 被引量:5
  • 3韩光臣,孙树栋,司书宾,付平.复杂系统故障传播与故障分析模型研究[J].计算机集成制造系统,2005,11(6):794-798. 被引量:18
  • 4邱静,彭智华,温熙森,唐丙阳.柔性加工单元故障诊断的模糊Petri网模型[J].国防科技大学学报,1996,18(2):38-42. 被引量:6
  • 5黄革新,潘开灵.基于Petri网的知识表示[J].武汉冶金科技大学学报,1997,20(1):104-107. 被引量:1
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  • 7Sun Jing, Qin Shiyin, SONG Yonghua.Fault diagnosis of electric power systems based on fuzzy Petri nets[J].IEEE Transactions on Power Systems,2004,19(4):2053-2058.
  • 8Gao Meimei, Zhou Mengchu, Huang Xiaoguang, et al.Fuzzy rea- soning Petri nets[J].IEEE Transactions on Systems, 2003,33 (3) : 341-323.
  • 9Aghasaryan A, Fabre E, Benveniste A.Fault de-tection and diag- nosis in distributed systems: an approach bypartially stochastic Petri nets[J].Discrete Event Dynamic Systems:Theory and Appli- cations, 1998,8 (2) : 203-231.
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