%0 Journal Article %T Improving the efficiency of gas-dynamic equipment operation by using a predictive analytics system to reduce the number of equipment failure %A Moskvitin, V.V. %K Predictive analytics, failure prevention, machine learning, data analysis, neural networks, deviation detection, diagnostics. %J Vestnik AGGE %D 2025 %N 0 %P 22 %I Association of Geologists, Geophysicists and Engineers