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诊断专家系统的不确定性问题研究
引用本文:李军旗,阎明印,史铁林,杨叔子. 诊断专家系统的不确定性问题研究[J]. 华中科技大学学报(自然科学版), 1994, 0(7)
作者姓名:李军旗  阎明印  史铁林  杨叔子
作者单位:华中理工大学机械科学与工程学院
基金项目:国家“八五”重点科技攻关项目
摘    要:通过对诊断专家系统的不确定性问题分析,给出了一种诊断推理过程中初始证据的不确定性测度方法,以及不确定性推理中规则匹配及置信度传递算法.

关 键 词:故障诊断;专家系统;不确定性;置信度

On the Uncertainty in Diagnostic Expert Systems
Li Junqiof School of Mech.Sci.and Engin.,H.U.S.T.,Wuhan,China., Yan Mingyin, Shi Tielin, Yang Shuzi. On the Uncertainty in Diagnostic Expert Systems[J]. JOURNAL OF HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY.NATURE SCIENCE, 1994, 0(7)
Authors:Li Junqiof School of Mech.Sci.and Engin.  H.U.S.T.  Wuhan  China.   Yan Mingyin   Shi Tielin   Yang Shuzi
Affiliation:Li Junqiof School of Mech.Sci.and Engin.,H.U.S.T.,Wuhan430074,China., Yan Mingyin, Shi Tielin, Yang Shuzi
Abstract:In diagnostic expert systems,there are many uncertain factors that affect the conclu-sions.Based on investigations on the uncertainty in diagnostic expert systems,a method for measuring the uncertainty of initial evidence and another for the rule matching as well as analgorithm for calculating the confidence level in uncertainty inference are proposed.Thesemethods have been successfully used in on-line vibration monitoring and a fault diagnosingexpert system for a turbogenerator set.
Keywords:fault diagnosis  expert system  uncertainty  confidence
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