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The study of knowledge representation and uncertainty reasoning for computer aided failure analysis expert system

  • Beijing Institute of Aeronautical Materials

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Knowledge acquisition and representation of failure analysis as well as the reliability of conclusion are studied in this paper. The ways of knowledge acquisition and representation are given through the comparison of various knowledge acquisition algorithms and representation methods. The document-based processing algorithm is mainly used to acquire domain knowledge. The knowledge of failure analysis can be classified as the basic knowledge and case knowledge. Rules aided by procedural and object-oriented scheme are appropriate for representing the basic knowledge, and frame method for the failure case knowledge. The classical probability-based method is suitable for describing the strength of backward chaining rules, and certainty factor for describing the strength of forward chaining rules. As for the failure case knowledge, it is considered that case adaptation can incorporate the uncertainty reasoning.

源语言英语
主期刊名Process in Safety Science and Technology Part A
编辑H. Ping, W. Yajun, L. Shengcai, Q. Xinming, H, Ping, W. Yajun, L. Shengcai, Q. Xinming
97-101
页数5
出版状态已出版 - 2002
活动Progress in Safety Science and Technology - Taian, 中国
期限: 10 10月 200213 10月 2002

出版系列

姓名Process in Safety Science and Technology Part A
3

会议

会议Progress in Safety Science and Technology
国家/地区中国
Taian
时期10/10/0213/10/02

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