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Better risk response method based on neural network and framework reasoning in aircraft assembly project
文献类型:会议
作者:Shen, Qin[1]  Li, Yuan[2]  Yang, Hai-Cheng[3]  Zhang, Jie[4]  
机构:[1]Key Lab. of Contemporary Design and Integrated Manufacturing Tech., Ministry of Education, Northwestern Polytechnical Univ., Xi'an 710072, China
[2]Key Lab. of Contemporary Design and Integrated Manufacturing Tech., Ministry of Education, Northwestern Polytechnical Univ., Xi'an 710072, China
[3]Key Lab. of Contemporary Design and Integrated Manufacturing Tech., Ministry of Education, Northwestern Polytechnical Univ., Xi'an 710072, China |China Aerospace S and T Crop., Beijing 100037, China
[4]Key Lab. of Contemporary Design and Integrated Manufacturing Tech., Ministry of Education, Northwestern Polytechnical Univ., Xi'an 710072, China
年:2007
通讯作者:Shen, Q (reprint author), NW Polytech Univ, Minist Educ, Key Lab Contemporary Design & Integrated Mfg Tech, Xian 710072, Peoples R China.
会议名称:2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15
页码范围:4602-4605
会议开始日期:2007-09-21
收录情况:EI(20080311028283)  CPCI-S(WOS:000262098303087)  
人气指数:637
浏览次数:624
语言:外文
关键词:aircraft assembly; risk response; neural network; framework reasoning; expert system
摘要:
The expert judgment risks respond method used now in aircraft assembly project need to be improved for its subjectivity and complication. To make it more effective and reliable, we proposed an improved method that integrated neural network with framework reasoning. Firstly, basing on frame theory, we stored experts' experiences about risk response in the expert system repository by the rule that there were mapping relations between solutions and risk factors. Secondly, the neural network was tra ...More
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