A comprehensive machine learning model for lithology identification while drilling
Qingfeng Li, Chi Peng, Jianhong Fu, Zhang Xiaomin, Su Yu, Chengxu Zhong, Pengcheng Wu, Fu Chenliang, Pu Yaozhou
Topics & Concepts
DrillingLithologyArtificial intelligenceCluster analysisMachine learningMeasurement while drillingGeologyArtificial neural networkPrincipal component analysisReservoir modelingComputer sciencePattern recognition (psychology)Data miningPetrologyPetroleum engineeringEngineeringMechanical engineeringDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysis