Torque-on-bit (TOB) prediction and optimization using machine learning algorithms
Mayowa Oyedere, K. E. Gray
Topics & Concepts
Particle swarm optimizationAlgorithmDrillingMean squared errorDifferential evolutionSupport vector machineMathematicsRegressionTorqueComputer scienceMathematical optimizationMachine learningEngineeringStatisticsMechanical engineeringThermodynamicsPhysicsDrilling and Well EngineeringOil and Gas Production TechniquesHydraulic Fracturing and Reservoir Analysis