A real-time prediction method for rate of penetration sequence in offshore deep wells drilling based on attention mechanism-enhanced BiLSTM model
Qi Yuan, Miao He, Zhichao Chen, Mingmin Liu, Xin Chen
Topics & Concepts
Rate of penetrationSubmarine pipelinePetroleum engineeringPenetration rateDrillingPenetration (warfare)Mechanism (biology)GeologySequence (biology)Time sequenceOffshore drillingMarine engineeringComputer scienceEngineeringArtificial intelligenceGeotechnical engineeringMechanical engineeringChemistryOperations researchEpistemologyPhilosophyBiochemistryDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisOil and Gas Production Techniques