Author:
Zhukov Aleksandr,Zhurenkov Denis,Basalaeva Yuliya,Gedzyun Victor,Skripachev Vladimir,Kartsan Igor
Abstract
The article considers theoretical aspects of using the model of singular-spectral analysis of time series with the use of decision trees, and also provides justification of the feasibility of using this model for forecasting the production of products for both oil and gas industry and dual-use products. To reduce the risks of distortion of aggregated forecast values when working with large data sets, the expert should carry out preliminary manual selection and exclusion of products, the release of which has been completed or suspended.