Abstract: A lumped parameter model is established for the common cylindrical receiver.The BP neural network prediction method is used to identify the mapping relations about the solar radiation focused on the receiver,working fluid flow rate and working medium outlet temperature,and it verified.The results show that both the models have good prediction results,and the BP neural network prediction method has higher prediction accuracy.