A new data-driven predictor, PSO-XGBoost, used for permeability of tight sandstone reservoirs: A case study of member of chang 4+5, western Jiyuan Oilfield, Ordos Basin
Yufeng Gu, Daoyong Zhang, Zhidong Bao
Topics & Concepts
Particle swarm optimizationSupport vector machinePermeability (electromagnetism)ComputationComputer scienceTight gasDecision treeOil fieldReservoir modelingMathematical optimizationPetroleum engineeringData miningGeologyArtificial intelligenceAlgorithmMathematicsHydraulic fracturingGeneticsBiologyMembraneHydrocarbon exploration and reservoir analysisGeoscience and Mining TechnologyEnhanced Oil Recovery Techniques