Research on Parcel Transportation of E-Commerce Logistics Network Based on SARIMAX Model

Logistics distribution is an important link of modern logistics system. Reasonable and accurate prediction of cargo volume is of great significance for arranging transportation and sorting. This paper mainly explores the emergency delivery and structure optimization of parcel in e-commerce logistics network. In this paper, the data will be preprocessed first. Secondly, ADF is selected to test its stationarity, and the first difference is carried out. Thirdly, considering the influence of holidays and various promotional activities, this paper judges that it has a certain seasonality. Finally, the SARIMAX model is established for prediction, and the daily cargo volume of each line is predicted, and the prediction result of DC14→DC10 is obtained.