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A review of automatic history matching
Materials Today: Proceedings, 2023Abstract History matching is one of the most complicated problems which requires long time period and many attempts to get an acceptable match because it is ill-post invers problem. For this purpose, many theories have been developed to solve this complexity. In this paper we show the automatic history matching methods and the different studies that
Farah Nabeel Abdulrazzaq +1 more
exaly +2 more sources
Abstract The modelling and history matching of hydrocarbon reservoirs is widely accepted to be a challenging task requiring considerable expertise. This paper describes the application of advanced statistical and knowledge based techniques to the development of a software tool aimed at making the history matching process ...
R.G. Parish +5 more
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SummaryThe usual procedure in history matching is to adopt a Bayesian approach with an objective function that is assumed to have a single simple minimum at the "correct" model. In this paper, we use a simple cross-sectional model of a reservoir to show that this may not be the case.
Z. Tavassoli +2 more
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Using Statistics To Evaluate A History Match
Proceedings of Abu Dhabi International Petroleum Exhibition and Conference, 2002Abstract 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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Practical Tools To Assist History Matching
Proceedings of SPE Reservoir Simulation Symposium, 1999Abstract We developed a set of tools to assist the history matching process where we emphasize how the engineer's knowledge and expertise can be best utilized. A method is presented for obtaining meaningful residuals that correspond with what the engineer is trying to achieve. We then show how sensitivity information can be extracted for
D. J. MacMillan +2 more
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History Matching with an Uncertain Geological Scenario
SPE Annual Technical Conference and Exhibition, 2006Abstract With the increased emphasis on accurately representing geological variability / uncertainty in modeling heterogeneous reservoirs, the goal of modern history matching methods is not only to reproduce the past production behavior; it also aims at preserving geological realism.
Satomi Suzuki, Jef Caers
openaire +1 more source