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基于RBR与CBR的维修大纲专家系统

刘明 左洪福 耿端阳 蔡景

刘明, 左洪福, 耿端阳, 等 . 基于RBR与CBR的维修大纲专家系统[J]. 北京航空航天大学学报, 2006, 32(05): 521-525.
引用本文: 刘明, 左洪福, 耿端阳, 等 . 基于RBR与CBR的维修大纲专家系统[J]. 北京航空航天大学学报, 2006, 32(05): 521-525.
Liu Ming, Zuo Hongfu, Geng Duanyang, et al. Expert system of maintenance review board report based on CBR and RBR[J]. Journal of Beijing University of Aeronautics and Astronautics, 2006, 32(05): 521-525. (in Chinese)
Citation: Liu Ming, Zuo Hongfu, Geng Duanyang, et al. Expert system of maintenance review board report based on CBR and RBR[J]. Journal of Beijing University of Aeronautics and Astronautics, 2006, 32(05): 521-525. (in Chinese)

基于RBR与CBR的维修大纲专家系统

详细信息
  • 中图分类号: V 267.41

Expert system of maintenance review board report based on CBR and RBR

  • 摘要: 根据飞机维修大纲研制的需要,依据最新的维修指导小组思想和类似机型的维修大纲经验,提出了基于规则推理(RBR)和案例推理(CBR)相结合的民机维修大纲制订方法.构建了民机维修大纲专家系统的总体框架,并对该系统中的关键技术问题——案例的表示和组织、案例的检索、集成推理技术和案例的修正与存储进行了详细分析和研究.案例的检索分两步进行:首先从案例库中找出与新机型尽可能相似的机型,然后,从类似机型中进一步匹配出最相似的项目.集成推理采用RBR和CBR分开推理,再比较结果做出决策.最后,采用面向对象的程序设计方法对该专家系统编程,并以某航空公司飞机验证了RBR和CBR相结合的维修大纲制订方法的有效性.

     

  • [1] ReliaSoft(中国)有限公司. MPC3 . http://www.reliasoft.cn/mpc/index.htm, 2005-06-15/2005-10-25 Reliasoft(China) Corporation. MPC3 . http://www.reliasoft.cn/mpc/index.htm, 2005-06-15/2005-10-25(in Chinese) [2] 罗延生.航空装备的RCM与计算机辅助分析的研究 .西安:西北工业大学 理学院,2000 Luo Yansheng. Study on RCM of aeronautical and computer aided analysis . Xi An:School of Management of Northwestern Polytechnical University, 2000(in Chinese) [3] Rausand Marvin. Reliability centered maintenance[J]. Reliability Engineering and System Safety, 1998,60(2):121-132 [4] Hossam A G, Hiroyuki Y, Kazuhiko S, et al. Computer-aided RCM-based plant maintenance management system[J], Robotics and Computer-Integrated Manufacturing, 2003,19(5):449-458 [5] 李希亮,王俊,贾希胜,等. 基于案例的RCM分析系统研究[J]. 机械工程学院学报, 1999, 11(1):9-14 Li Xiliang, Wang Jun, Jia Xisheng, et al. The study of case-based RCM analysis system[J]. Journal of Ordnance Engineering College,1999,11(1):9-14(in Chinese) [6] 王生楠,毛勇健. 飞机结构EDR/ADR评定专家系统设计与实现[J]. 西北工业大学 报,2003,21(3):284-288 Wang Shengnan, Mao Yongjian. Knowledge-based expert system for evaluating quantitatively environmental deterioration (ED) and accidental damage (AD)[J]. Journal of Northwestern Polytechnical University, 2003, 21(3):284-288(in Chinese) [7] Liao S H. Expert system methodologies and applications-a decade review from 1995 to 2004[J]. Expert Systems with Applications, 2005,28(1):93-103 [8] Shiu Simon C K, Pal Sankar K. Case-base reasoning:concepts, features and soft computing[J]. Applied Intelligence, 2004,21(3):233-238 [9] Wang H C, Wang H S. A hybrid expert system for equipment failure analysis[J]. Expert Systems with Applications, 2005,28(4):615-622 [10] Byung Kwon O. Meta web service:building web-based open decision support system based on web services[J]. Expert Systems with Applications, 2003,24(4):375-389 [11] 常士基. 现代民用航空维修工程管理[M]. 太原:山西科学技术出版社,2002:72-75 Chang Shiji. Modern civil aviation maintenance engineering management[M]. Tai Yuan:Shan Xi Science and Technology Publishing Company, 2002:72-75(in Chinese) [12] 吴静敏, 左洪福. 基于案例推理的直接维修成本预计方法[J]. 航空学报,2005, 26(2):190-194 Wu Jingmin, Zuo Hongfu. New method for direct maintenance cost estimating by using CBR[J]. Acta Aeronautica Et Astronautica Sinica, 2005, 26(2):190-194(in Chinese) [13] Lee Mal Rey. An exception handling of rule-based reasoning using case-based reasoning[J]. Journal of Intelligent and Robotic Systems, 2002,35(3):327-338
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出版历程
  • 收稿日期:  2005-06-06
  • 网络出版日期:  2006-05-31

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