Supervised data-driven approach to early kick detection during drilling operation
Somadina Muojeke, R. Venkatesan, Faisal Khan
Topics & Concepts
DrillingMargin (machine learning)Artificial neural networkConstant false alarm rateALARMBinary classificationReliability (semiconductor)Submarine pipelineEngineeringFalse alarmPetroleum engineeringSimulationComputer scienceArtificial intelligenceSupport vector machineMachine learningPower (physics)Geotechnical engineeringMechanical engineeringQuantum mechanicsPhysicsAerospace engineeringDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisOil and Gas Production Techniques