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A hybrid approach for steady-state production optimization of a real oil and gas platform: Integrating physics-based models, machine learning techniques, and field monitoring signals

Luca Trevisan, Ahmed Shokry, Marco Montini, Éric Moulines, Enrico Zio

2025Computers & Chemical Engineering7 citationsDOIOpen Access PDF

Topics & Concepts

Field (mathematics)Steady state (chemistry)Production (economics)EngineeringOil productionProcess engineeringPetroleum engineeringChemistryMathematicsEconomicsPhysical chemistryPure mathematicsMacroeconomicsReservoir Engineering and Simulation MethodsOil and Gas Production TechniquesHydraulic Fracturing and Reservoir Analysis
A hybrid approach for steady-state production optimization of a real oil and gas platform: Integrating physics-based models, machine learning techniques, and field monitoring signals | Litcius