TY JOUR TI Application of machine learning methods in technological process modeling systems KW process modeling systems KW modeling KW prediction KW import substitution KW refinery KW oil and gas industry KW machine learning KW linear regression KW LSTM KW ARIMA KW process optimization KW technological processes JO Journal of Management Studies AU Rogov, N.. AU Rostova, O.V. AU Tebekin, A.V. AU Shirokova, S.V. PY 2025 IS 11 PB INFRA-M Academic Publishing LLC.