A real-time drilling parameters optimization method for offshore large-scale cluster extended reach drilling based on intelligent optimization algorithm and machine learning
Xuyue Chen, Xu Du, Chengkai Weng, Jin Yang, Deli Gao, Dongyu Su, Wang Gan
Topics & Concepts
Particle swarm optimizationDrillingMulti-swarm optimizationGenetic algorithmSubmarine pipelineOffshore drillingScale (ratio)Computer scienceMeta-optimizationGlobal optimizationAlgorithmMathematical optimizationEngineeringMachine learningMechanical engineeringMathematicsGeotechnical engineeringQuantum mechanicsPhysicsDrilling and Well EngineeringReservoir Engineering and Simulation MethodsOil and Gas Production Techniques