A traditional pallet pool system is introduced and a modified pallet pool system is proposed. Then a stochastic programming model is established considering the uncertainty of pallet demand and transport capacity, which is solved by using the chance constrained programming method. Finally, the model is analyzed by numerical simulation, and the simulation result shows the effectiveness of the model, and the significant conclusion is obtained.