Modeling Cylinder Vavle In Hydrogen Fuel Cell Car

摘要：

We develop a fast alternative to a complex finite element analysis (FEA) model of cylinder valve in hydrogen fuel cell car based on support vector machine (SVM). The inputs of model are shape parameters of core and plunger of the valve, and the output is the electromagnetic force on the plunger. Uniform Design method is used in the selection of modeling samples. Theoretical and simulation analysis indicates that this model features high learning speed, good approximation, well generalization ability.

关键词： modeling cylinder valve SVM uniform design

作者: Liang Yu Shengnian Cai Wang Na

作者单位: College of Information Engineering Shenyang University of Chemical Technology Shenyang, China

会议类型: 国际会议

会议名称: 2011 Fourth International Conference on Intelligent Computation Technology and Automation(2011年第四届智能计算技术与自动化国际会议 ICICTA 2011)

会议地点: 深圳

会议语种:英文

页码: 845-847

在线出版日期: 2011-03-28（万方平台首次上网日期，不代表论文的发表时间）