Research on the Order Quantity of Emergency Warehouse Based on the Prediction of the Number of Infected People
This paper predicts the number of infected people based on LSTM model,constructs material demand model,and derives the order quantity of emergency warehouse.Firstly,this paper starts with the classification of emergency materials,paving the way for building an order model.Secondly,for the characteristics of the problem of predicting the number of infected people,LSTM is selected as the prediction model,and the LSTM model network is established.Finally,this paper considers various influencing factors to establish a formula for calculating the order quantity.The paper provides a quantitative method for the order quantity of emergency warehouse in single cycles during major public health emergencies,providing scientific data support for the storage and ordering of emergency materials in the supply chain.
emergency warehouse orderingemergency materialsLSTM modelprediction of the number of infected people
国家科技期刊平台
NSTL
万方数据
