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Surrogate-assisted reservoir history matching

2021
In the community of petroleum engineering, the use of surrogate modelling techniques have recently gained more and more popularity to improve the efficiency of history matching. However, it is still not possible to fully utilize their potential in realistic applications.
openaire   +3 more sources

Using Statistics To Evaluate A History Match

Proceedings of Abu Dhabi International Petroleum Exhibition and Conference, 2002
Abstract Three methods are proposed for quickly evaluating the history match of a numerical simulation to actual reservoir performance. All of the methods rely on computing a set of deviation values, each of which is defined to be a calculated simulator result minus the corresponding surveillance measurement value. For any
David Uldrich, Saad Matar, Hugh Miller
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Matching execution histories of program versions

Proceedings of the 10th European software engineering conference held jointly with 13th ACM SIGSOFT international symposium on Foundations of software engineering, 2005
We develop a method for matching dynamic histories of program executions of two program versions. The matches produced can be useful in many applications including software piracy detection and several debugging scenarios. Unlike some static approaches for matching program versions, our approach does not require access to source code of ...
Xiangyu Zhang 0001, Rajiv Gupta 0001
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History Match Case Study: Use of Assisted History Match Tools on Single-well Models in Conjunction with a Full-field History Match

SPE Russian Oil and Gas Conference and Exhibition, 2010
Abstract This paper describes the use of Assisted History Matching (AHM) techniques as a systematic and efficient process for integrating dynamic data (production data) into a reservoir model. As a proof of concept the AHM process was applied to obtain a history match for flowing bottom-hole pressure (FBHP) and gas-oil ratio (GOR) data ...
Isha Sahni   +3 more
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Geostatistically-consistent History Matching

Proceedings, 2014
History matching of 3D model is a necessary step in reservoir simulation practice. This procedure is tedious and time-consuming despite all the contemporary attempts and achievements in integration of multi-scale, heterogeneous and diverse data during 3D geological model creation.
O.V. Lubimova   +3 more
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An analysis of history matching errors

Computational Geosciences, 2005
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Tavassoli, Z.   +2 more
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History Matching: Is it Necessary to Optimize?

Latin American and Caribbean Petroleum Engineering Conference, 2009
Abstract The oil industry has recently started to deal with probabilistic approach. Risk or uncertainty analysis have become part of the petroleum engineer's job. A set of curves with the associated probability instead of one deterministic curve is provided by the reservoir engineers.
L. C. Reis   +3 more
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Experiences With Automated History Matching

Journal of Petroleum Technology, 2003
This article, written by Technology Editor Dennis Denney, contains highlights of paper SPE 79670, "Experiences With Automated History Matching," by C.S. Kabir, SPE, ChevronTexaco Overseas Petroleum, M.C.H. Chien, SPE, Focus Simulation Inc., and J.L.
C.S. Kabir, M.C.H. Chien, J.L. Landa
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Case history: Product matching

1992
Future Biscuits Ltd were moving to a new factory as part of their modernization programme. A new process line had been installed to produce their highly successful malted-milk biscuit, but changes in the processing conditions were inevitable, as much of the existing equipment was either inefficient or obsolete and difficult to replace.
David H. Lyon   +3 more
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A Direct Approach for History Matching

Proceedings of Fall Meeting of the Society of Petroleum Engineers of AIME, 1971
Introduction Mathematical reservoir simulation models are widely used to predict field behavior. Their use requires that permeability and porosity be specified at numerous points throughout the reservoir. The usual procedure is to first estimate these parameters, compute the past field history and then compare the ...
R.W. Veatch, G.W. Thomas
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