History Matching: Towards Geologically Reasonable Models

Yulia Melnikova, Knud Skou Cordua, Klaus Mosegaard

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This work focuses on the development of a new method for history matching problem that through a deterministic search finds a geologically feasible solution. Complex geology is taken into account
evaluating multiple point statistics from earth model prototypes - training images. Further a function that measures similarity between statistics of a training image and statistics of any smooth model is introduced and its analytical gradient is computed. This allows us to apply any gradientbased method to history matching problem and guide a solution until it satisfies both production data and complexity of a prior model with desired accuracy. As a consequence of the approach, we sufficiently decrease the amount of forward simulations needed to resolve historical data and prior information.
Original languageEnglish
Publication date2012
Number of pages5
Publication statusPublished - 2012
EventEAGE Integrated Reservoir Modelling: Are we doing it right? - Dubai, United Arab Emirates
Duration: 25 Nov 201228 Nov 2012


ConferenceEAGE Integrated Reservoir Modelling: Are we doing it right?
Country/TerritoryUnited Arab Emirates

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