Intelligent train dispatching for high-speed railway based on Fuzzy Neural Network

Abstract

Through detailed analysis of train operation control procedure of high-speed railway, in view of the present condition of Fuzzy Neural Network (FNN) in train operation control, a new model of train operation adjustment on the FNN is developed, Five levels fuzzy neural network were built and its input and output were designed, the weighing and parameters were revised in order to get different membership function, then corresponding fuzzy rule and could execute fusion decision could be got in the new method. Furthermore, The simulation perception processing of train operation adjustment was completed using Matlab, the mean square error between actual output and experiments output was got The simulation results show that the validity of train operation control procedure of high-speed railway based on FNN.