no code implementations • 6 Sep 2022 • Ekaterina Gurina, Nikita Klyuchnikov, Ksenia Antipova, Dmitry Koroteev
We present an approach for interpreting a black-box alarming system for forecasting accidents and anomalies during the drilling of oil and gas wells.
no code implementations • 10 Mar 2022 • Ekaterina Gurina, Nikita Klyuchnikov, Ksenia Antipova, Dmitry Koroteev
We present a data-driven and physics-informed algorithm for drilling accident forecasting.
no code implementations • 6 Jun 2019 • Ekaterina Gurina, Nikita Klyuchnikov, Alexey Zaytsev, Evgenya Romanenkova, Ksenia Antipova, Igor Simon, Victor Makarov, Dmitry Koroteev
We present a data-driven algorithm and mathematical model for anomaly alarming at directional drilling.