Litcius/Paper detail

Rate of penetration prediction while drilling vertical complex lithology using an ensemble learning model

Ahmed Alsaihati, Salaheldin Elkatatny, Hany Gamal

2021Journal of Petroleum Science and Engineering55 citationsDOI

Topics & Concepts

DrillingRate of penetrationAdaptive neuro fuzzy inference systemArtificial neural networkPetrophysicsGeologyEmpirical modellingLithologyComputer scienceRandom forestMachine learningData miningArtificial intelligencePetroleum engineeringFuzzy logicSimulationFuzzy control systemGeotechnical engineeringEngineeringPorosityMechanical engineeringPetrologyDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisMineral Processing and Grinding