Modelling and Performance Analysis of Neural Network Based PEM Fuel Cell

Abstract: Analysis of electric vehicle fed with fuel cell requires a modelling of fuel cell. This modeling of fuel cell with driving pattern is not easy to achieve. This paper deals with neural network rained fuel cell for driving pattern of electric vehicles. With this pattern the trained output voltage and power of the fuel cell can be decided. The multi-layer perceptron neural network is used to predict the output voltage and power of the PEM fuel cell. The modelling and simulation work is carried using Matlab/Simulink in order to verify the reliability of the electric vehicle. Keywords: PEM Fuel cell; Electric Vehicle; Neural Network; Multi-Layer Perceptron.