In this regard, this paper selects Poyang Lake given that the investigate object, adopts the transformer neural network process to ascertain the prediction model of daily scale of water volume of Poyang Lake, and explores its probable to predict the water level transform strategy of Poyang Lake. We Review the simulation results of transformer desig