An integrated closed-loop solution to assisted history matching and field optimization with machine learning techniques
Zhi Chai, Azor Nwachukwu, Yevgeniy Zagayevskiy, Shohreh Amini, Srinath Madasu
Topics & Concepts
Reservoir simulationParticle swarm optimizationComputer scienceReservoir modelingMathematical optimizationOptimization problemMulti-swarm optimizationArtificial intelligenceMachine learningAlgorithmEngineeringMathematicsGeotechnical engineeringPetroleum engineeringReservoir Engineering and Simulation MethodsHydraulic Fracturing and Reservoir AnalysisDrilling and Well Engineering