Modeling Cylinder Valve in Hydrogen Fuel Cell Car

Author

Yu, Liang ; Cai, Shengnian ; Na, Wang

Author_Institution

Coll. of Inf. Eng., Shenyang Univ. of Chem. Technol., Shenyang, China

Volume

1

fYear

2011

fDate

28-29 March 2011

Firstpage

845

Lastpage

847

Abstract

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.

Keywords

automobiles; electromagnetic forces; finite element analysis; fuel cell vehicles; support vector machines; traffic engineering computing; valves; FEA; SVM; cylinder valve modeling; electromagnetic force; finite element analysis model; hydrogen fuel cell car; support vector machine; uniform design method; Computational modeling; Electromagnetic forces; Fuel cell vehicles; Kernel; Mathematical model; Support vector machines; Valves; SVM; cylinder valve; modeling; uniform design;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Computation Technology and Automation (ICICTA), 2011 International Conference on

Conference_Location

Shenzhen, Guangdong

Print_ISBN

978-1-61284-289-9

Type

conf

DOI

10.1109/ICICTA.2011.219

Filename

5750645