A comparative machine learning study for time series oil production forecasting: ARIMA, LSTM, and Prophet
Yanrui Ning, Hossein Kazemi, Pejman Tahmasebi
Topics & Concepts
Autoregressive integrated moving averageComputer scienceTime seriesSeries (stratigraphy)Production (economics)WorkflowArtificial intelligenceMoving averageMachine learningDeep learningData miningEconometricsGeologyMathematicsPaleontologyEconomicsComputer visionMacroeconomicsDatabaseReservoir Engineering and Simulation MethodsOil and Gas Production TechniquesHydraulic Fracturing and Reservoir Analysis