Early sign detection for the stuck pipe scenarios using unsupervised deep learning
Konda Reddy Mopuri, Hakan Bilen, Naoki Tsuchihashi, Ryota Wada, Tomoya Inoue, Kazuya Kusanagi, Tazuru Nishiyama, Hitoshi Tamamura
Topics & Concepts
AutoencoderDeep learningArtificial intelligenceUnsupervised learningDrillingSign (mathematics)Computer scienceArtificial neural networkProcess (computing)Recurrent neural networkField (mathematics)Machine learningPattern recognition (psychology)EngineeringMechanical engineeringMathematical analysisMathematicsOperating systemPure mathematicsDrilling and Well EngineeringOil and Gas Production TechniquesHydraulic Fracturing and Reservoir Analysis