Artificial neural networks-based correlation for evaluating the rate of penetration in a vertical carbonate formation for an entire oil field
Ahmad Al-AbdulJabbar, Ahmed Abdulhamid Mahmoud, Salaheldin Elkatatny, Mahmoud Abughaban
Topics & Concepts
Artificial neural networkRate of penetrationDrillingPetroleum engineeringOil fieldMean absolute errorCorrelationMean absolute percentage errorEmpirical modellingCorrelation coefficientComputer scienceArtificial intelligenceGeologyMean squared errorMachine learningStatisticsSimulationEngineeringMathematicsMechanical engineeringGeometryDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisReservoir Engineering and Simulation Methods