TY  JOUR
TI  Development of a verifiable methodology for stuck-pipe risk assessment using an LSTM autoencoder and T&D deviation analysis
KW  drillstring sticking
KW  stuck pipe incidents
KW  Torque & Drag modeling
KW  predictive analytics
KW  LSTM autoencoder
KW  WITSML telemetry
KW  deviation metrics
KW  rate-of-change analysis
KW  risk index.
JO  Vestnik AGGE
AU  Fatyanov, A.A.
AU  Dzhumaev, E.M.
AU  Svechnikov, D.Y.
PY  2025
IS  
PB  Association of Geologists, Geophysicists and Engineers