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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.
Intelligent Computation Technology and Automation (ICICTA), 2011 International Conference on (Volume:1 )
Date of Conference: 28-29 March 2011