Research Article

An Attention-Based Model for Travel Energy Consumption of Electric Vehicle with Traffic Information

Figure 1

Graphical structure of travel energy consume prediction model. Our model employs attention mechanism in RNN to extract features from traffic states of road network. We use a one hidden layer neural network (NN) to extract features of vehicle states and concatenate the output of RNN and NN as the input of the DNN. The output of DNN is the final prediction result of our model.