A physics-constrained data-driven workflow for predicting bottom hole pressure using a hybrid model of artificial neural network and particle swarm optimization
Zhaopeng Zhu, Zihao Liu, Xianzhi Song, Shuo Zhu, Mengmeng Zhou, Gensheng Li, Shiming Duan, Baodong Ma, Shanlin Ye, Rui Zhang
Topics & Concepts
Particle swarm optimizationArtificial neural networkDeep hole drillingComputer scienceArtificial intelligenceAlgorithmMathematical optimizationMachine learningDrillingEngineeringMathematicsMechanical engineeringDrilling and Well EngineeringHydraulic Fracturing and Reservoir AnalysisOil and Gas Production Techniques