A data-driven shale gas production forecasting method based on the multi-objective random forest regression
Liang Xue, Yuetian Liu, Yifei Xiong, Yanli Liu, Xuehui Cui, Gang Lei
Topics & Concepts
Unconventional oilTight gasRandom forestHydraulic fracturingInterpretabilityPetroleum engineeringProduction (economics)Oil shaleRegressionFeature (linguistics)Computer scienceEnvironmental scienceData miningGeologyStatisticsMathematicsMachine learningPaleontologyEconomicsPhilosophyMacroeconomicsLinguisticsHydraulic Fracturing and Reservoir AnalysisHydrocarbon exploration and reservoir analysisDrilling and Well Engineering