TY JOUR TI Improving the efficiency of gas-dynamic equipment operation by using a predictive analytics system to reduce the number of equipment failure KW Predictive analytics KW failure prevention KW machine learning KW data analysis KW neural networks KW deviation detection KW diagnostics. JO Vestnik AGGE AU Moskvitin, V.V. PY 2025 IS 0 PB Association of Geologists, Geophysicists and Engineers