Litcius/Paper detail

Optimization of steam injection in SAGD using reinforcement learning

J. L. Guevara, Rajan G. Patel, Japan Trivedi

2021Journal of Petroleum Science and Engineering35 citationsDOI

Topics & Concepts

Reinforcement learningSteam injectionTime horizonBellman equationProduction (economics)Reservoir simulationFunction (biology)Mathematical optimizationComputer sciencePetroleum engineeringEngineeringMathematicsArtificial intelligenceEvolutionary biologyBiologyMacroeconomicsEconomicsReservoir Engineering and Simulation MethodsEnhanced Oil Recovery TechniquesOil and Gas Production Techniques