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Artificial neural network model for real-time prediction of the rate of penetration while horizontally drilling natural gas-bearing sandstone formations

Ahmad Al-AbdulJabbar, Ahmed Abdulhamid Mahmoud, Salaheldin Elkatatny

2021Arabian Journal of Geosciences35 citationsDOI

Topics & Concepts

Rate of penetrationDrillingArtificial neural networkNatural gasEmpirical modellingPetroleum engineeringDrilling fluidCoefficient of determinationGeologyComputer scienceStatisticsMathematicsSimulationMachine learningEngineeringMechanical engineeringWaste managementDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisOil and Gas Production Techniques
Artificial neural network model for real-time prediction of the rate of penetration while horizontally drilling natural gas-bearing sandstone formations | Litcius