%0 Journal Article %T Application of machine learning methods in technological process modeling systems %A Rogov, N.. %A Rostova, O.V. %A Tebekin, A.V. %A Shirokova, S.V. %K process modeling systems, modeling, prediction, import substitution, refinery, oil and gas industry, machine learning, linear regression, LSTM, ARIMA, process optimization, technological processes %J Journal of Management Studies %D 2025 %N 11 %P 10 %I INFRA-M Academic Publishing LLC.