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A new methodology for kick detection during petroleum drilling using long short-term memory recurrent neural network

Augustine Uhunoma Osarogiagbon, Somadina Muojeke, R. Venkatesan, Faisal Khan, Paul Gillard

2020Process Safety and Environmental Protection66 citationsDOI

Topics & Concepts

ALARMFalse alarmRecurrent neural networkComputer scienceArtificial neural networkConstant false alarm rateTerm (time)Long short term memoryArtificial intelligenceTime seriesData miningExponentPower (physics)Machine learningEngineeringLinguisticsAerospace engineeringQuantum mechanicsPhysicsPhilosophyDrilling and Well EngineeringOil and Gas Production TechniquesHydraulic Fracturing and Reservoir Analysis
A new methodology for kick detection during petroleum drilling using long short-term memory recurrent neural network | Litcius