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基于本体的设备维护知识表示研究 被引量:8

Research on knowledge representation for equipment maintenance based on ontology
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摘要 为满足设备维护领域知识数字化表示的需求,根据设备维护领域知识的特点,将本体引入到该领域的知识表示中。通过对设备维护资源构成的分析,以设备维护知识中维修经验知识表示为例,分析其概念和属性关联关系,设计了维护案例本体表示方法。采用OWL对维护案例本体进行统一的形式化描述和表示,较好地解决了维修经验知识的共享与重用难题。研究提出的维修经验知识表示方法已在某大机组群监测系统中得到成功应用。 To meet the need of knowledge digitized representation in the field of equipment maintenance, according to the characteristics of equipment maintenance field knowledge, this paper introduced the concept of ontology to the knowledge representation of equipment maintenance. By analyzing the structure of equipment maintenance resources, analyzed taking the maintenance experience knowledge as a case and its concepts and property relationships. Designed the ontology representation method of maintenance ease. Moreover, adopted the OWL to describe and express the maintenance case ontology formulations, which could solve the sharing and reuse of maintenance knowledge problem well. The knowledge representation method of maintenance experience which was brought forward in this paper had been successfully applied in a group monitoring system of machine union.
出处 《计算机应用研究》 CSCD 北大核心 2009年第9期3242-3245,3248,共5页 Application Research of Computers
基金 国家自然科学基金资助项目(70601010) 湖南省科技攻关项目(03GKY3057) 国家教育部长沙学者与创新团队发展计划资助项目(531105050037)
关键词 设备维护 知识表示 本体 知识共享 知识重用 equipment maintenance knowledge representation ontology knowledge sharing knowledge reuse
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参考文献15

  • 1TAKATA S, KIMURA F, HOUTEN V, et al. Maintenance : changing role in life cycle management [ J ]. CIRP Annals Manufacturing Technology, 2004, 53(2): 643-655.
  • 2GUERRA-ZUBIAGA D, YOUNG R. A manufacturing model to enable knowledge maintenance in decision support systems [ J ]. Journal of Manufacturing Systems, 2006, 25 (2) : 122-136.
  • 3KIKUTA Y , TSUTAHARA K, KINAGA T, et al. The knowledge management system for the equipment maintenance technology[ C ]/! Proc of International Symposium on Semiconductor Manufacturing. Santa Clara: IEEE Press, 2007:1-4.
  • 4JACKSON C, PASCUAL R. Optimal maintenance service contract negotiation with aging equipment[ J]. European Journal of Operational Research, 2008, 189(2) :387-398.
  • 5FELIX C, HIJES G D, CARTAGENA J J R. Maintenance strategy based on a multicriterion classification of equipments[ J]. Reliability Engineering & System Safety, 2006, 91 (4) :444-451.
  • 6王道平,马少平.故障诊断系统中深浅知识集成表示方法的研究[J].小型微型计算机系统,2001,22(9):1025-1028. 被引量:14
  • 7GRUBER T. Towards principles for the design of ontologies used for knowledge sharing[ J]. International Joumal of Human-Computer Studies, 1995, 43 ( 5-6 ) : 907 - 928.
  • 8MARINOV M. Using frames for knowledge representation in a CORBA-based distributed environment [ J ]. Knowledge-Based Systems, 2008, 21 (5) :391-397.
  • 9SORENSON D, GRISSOM C K, CARPENTER L, et al. A framebased representation for a bedside ventilator weaning protocol [ J]. Journal of Biomedical Informatics, 2008, 41 (3):461-468.
  • 10XU W L, KUHNERT L, FOSTER K, et al. Object-oriented knowledge representation and discovery of human chewing behaviors [ J ]. Engineering Applications of Artificial Intelligence, 2007, 20 (7) : 1000-1012.

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