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Application of the Variable Weight Combination Model in Aero-Generator Life Prediction  
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【会议录名称】 Proceedings of the 2011 Chinese Control and Decision Conference(CCDC) , 2011 年
【英文论文作者】 Jianguo Cui1; Jianqiang Shi1; Yuezhong Li2; Shiliang Dong3; Xiao Cui4; Tao Huang5 (1.School of Automation; Shenyang Aerospace University; Shenyang 110136; China; 2.School of Northern Science and Technology; 3.Shenyang Aircraft Design & Research Institute; Shenyang 110035; 4.School of Information Science and Engineering; Shenyang University of Technology; Shenyang 110870; 5.School of Management and Economics; China);
【英文会议名称】 2011 Chinese Control and Decision Conference(CCDC)
【会议地点】 中国四川绵阳
【主办单位】 东北大学(Northeastern University, China)、 IEEE Industrial Electronics (IE) Chapter, Singapore、 IEEE Harbin Section Control Systems Society Chapter,China
【学会名称】 《控制与决策》编辑部
【英文论文关键词】 Aero-generator; Life Prediction; MGM(1; n); LSSVM; Variable Weight Combination Model;
【论文摘要】 Aero-generator life prediction is an important problem to solve in aviation industry.This paper proposes a variable weight combination model,which is Based on MGM(1,n) model and LSSVM model,to predicts the life of aero-generator.By the use of special accelerating life test platform for a certain type of real aero-generator,test data of the input speed,fuel injection pressure,load,inlet oil temperature as well as other life characteristic parameters of generator are obtained.After an in-depth analysis of the...
【英文论文摘要】 Aero-generator life prediction is an important problem to solve in aviation industry.This paper proposes a variable weight combination model,which is Based on MGM(1,n) model and LSSVM model,to predicts the life of aero-generator.By the use of special accelerating life test platform for a certain type of real aero-generator,test data of the input speed,fuel injection pressure,load,inlet oil temperature as well as other life characteristic parameters of generator are obtained.After an in-depth analysis of the...
【基金】 supported by Aeronautic Science Foundation of China,ID2010ZD54012; The Science Foundation of Department of Education of Liaoning Province,ID2008544; Defense Industrial Technology Development Program,IDA0520110023
【更新日期】 2011-08-18

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