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A systematic data-driven approach for production forecasting of coalbed methane incorporating deep learning and ensemble learning adapted to complex production patterns

Shuyi Du, Jiulong Wang, Meizhu Wang, Jiaosheng Yang, Cong Zhang, Yang Zhao, Hongqing Song

2022Energy84 citationsDOI

Topics & Concepts

Coalbed methaneRobustness (evolution)Artificial intelligenceComputer scienceAdaptabilityProduction (economics)OutlierData miningAnomaly detectionMachine learningEnsemble learningEngineeringMacroeconomicsEconomicsWaste managementCoal miningGeneEcologyBiologyCoalChemistryBiochemistryHydrocarbon exploration and reservoir analysisReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir Analysis
A systematic data-driven approach for production forecasting of coalbed methane incorporating deep learning and ensemble learning adapted to complex production patterns | Litcius