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Geology Driven History Matching
SPE Russian Petroleum Technology Conference, 2019Abstract This paper proposes the method of an automatic history matching (HM) with the ability to preserve geological realism and an example of its application in one of the fields in Western Siberia. The method assumes takes into account all identified uncertainties at the early stages of geological model construction and their ...
Ivan Matveev +9 more
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Non-Uniqueness of History Matching
Proceedings of SPE Asia Pacific Conference on Integrated Modelling for Asset Management, 2000Abstract A history-matched reservoir model cannot be unique, because the same production history could be fit by different reservoir scenario. This paper presents a field story where the risk arising from such non-uniqueness is highlighted.
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The Limits of Automatic History Matching
72nd EAGE Conference and Exhibition - Workshops and Fieldtrips, 2010After thirty-plus years of development of commercial reservoir simulators, and twenty-plus years of research into history matching, manual and otherwise, we continue to be surprised by what our new wells encounter in the dynamically changing subsurface, and by what our old wells produce.
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Reinforcement learning based automated history matching for improved hydrocarbon production forecast
Applied Energy, 2021Siddharth Misra
exaly