Prediction of the rate of penetration in offshore large-scale cluster extended reach wells drilling based on machine learning and big-data techniques
Xuyue Chen, Chengkai Weng, Xu Du, Jin Yang, Deli Gao, Rong Wang
Topics & Concepts
Rate of penetrationArtificial neural networkSupport vector machineSubmarine pipelineDrillingPredictive modellingComputer scienceMachine learningData miningRandom forestScale (ratio)Artificial intelligenceEngineeringGeotechnical engineeringMechanical engineeringPhysicsQuantum mechanicsDrilling and Well EngineeringOil and Gas Production TechniquesHydraulic Fracturing and Reservoir Analysis