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Joint inversion for an improved reservoir modeling and an accurate history matching

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Author(s)
Al Nasser, Saleh
•
Dale Morgan, Frank
Date Issued
September 1, 2021
Journal
First International Meeting for Applied Geoscience & Energy
Publisher
Society of Exploration Geophysicists
Citation
Saleh Al Nasser, Frank Dale Morgan; September 1, 2021. "Joint inversion for an improved reservoir modeling and an accurate history matching." Proceedings of the First International Meeting for Applied Geoscience & Energy. First International Meeting for Applied Geoscience & Energy. (pp. pp. 2159-2162). ASME.
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Final published version
Abstract
The optimization of a hydrocarbon reservoir performance depends on having an accurate characteristic map of the reservoir. This map’s construction requires a reasonably accurate match to the historical reservoir performance, such as pressure and production rate. However, matching the historical data is a costly process that will most likely lead to a non-unique reservoir model. This article developed an algorithm that jointly inverts for the reservoir (permeability) and seismic velocity simultaneously using a cross-gradient method. The results are a more accurate reservoir model and an improved seismic image. Enforcing the structure constraint through the cross-gradient approach allowed the inversion to converge fast.
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Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use.
Persistent DSpace Link
https://dspace.mit.edu/handle/1721.1/169431
DOI of Published Version
https://doi.org/10.1190/segam2021-3582926.1
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