The Neural Network(NN) is widely applied to many fields for its unique structure and the method of managing information. The basal concept of the NN and the applied method in the field of engine engineering are introduced. Furthermore, a unique NN structure is also established for the output torque of JL474Q1 engine. It affords the theory base to find the best matching strategy between engine and the transmission system of vehicle.