Forecasting monthly gas field production based on the CNN-LSTM model
Wenshu Zha, Yuping Liu, Yujin Wan, Ruilan Luo, Daolun Li, Shan Yang, Yanmei Xu
Topics & Concepts
Computer scienceAutoregressive integrated moving averageConvolutional neural networkField (mathematics)Production (economics)Artificial intelligenceConditional random fieldRecurrent neural networkNatural gas fieldReservoir computingDeep learningRandom forestArtificial neural networkPattern recognition (psychology)Machine learningTime seriesMathematicsNatural gasEngineeringPure mathematicsMacroeconomicsWaste managementEconomicsReservoir Engineering and Simulation MethodsOil and Gas Production TechniquesHydraulic Fracturing and Reservoir Analysis