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A simulation and data analysis system for large‐scale, data‐driven oil reservoir simulation studies
24
Citations
35
References
2005
Year
EngineeringSimulation ModellingSimulationWell StimulationEarth ScienceReservoir EngineeringPetroleum ReservoirData SciencePetroleum ProductionSystems EngineeringModeling And SimulationOil Reservoir ManagementNumerical SimulationsReservoir CharacterizationResource EstimationReservoir SimulationData Analysis SystemReservoir ModelingCivil EngineeringReservoir GeologyReservoir ManagementPetroleum EngineeringData Modeling
Abstract The main goal of oil reservoir management is to provide more efficient, cost‐effective and environmentally safer production of oil from reservoirs. Numerical simulations can aid in the design and implementation of optimal production strategies. However, traditional simulation‐based approaches to optimizing reservoir management are rapidly overwhelmed by data volume when large numbers of realizations are sought using detailed geologic descriptions. In this paper, we describe a software architecture to facilitate large‐scale simulation studies, involving ensembles of long‐running simulations and analysis of vast volumes of output data. Copyright © 2005 John Wiley & Sons, Ltd.
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