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Effective History Matching: The Application of Advanced Software Techniques to the History-Matching Process

SPE Symposium on Reservoir Simulation, 1993
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
openaire   +3 more sources

Errors in History Matching

SPE Journal, 2004
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
openaire   +1 more source

A brief history of parameterized matching problems

Discrete Applied Mathematics, 2020
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Juan Mendivelso   +2 more
openaire   +1 more source

History Matching with an Uncertain Geological Scenario

SPE Annual Technical Conference and Exhibition, 2006
Abstract 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

Automated History Matching Of Well Tests

SPE Reservoir Simulation Symposium, 1979
Abstract This paper presents a nonlinear least-squares procedure for automatically history matching well procedure for automatically history matching well test data using a mathematical reservoir simulator. The procedure described here is especially dependable because it uses both the Taylor Series point and the ...
Douglas Welty, William Miller
openaire   +1 more source

Practical Tools To Assist History Matching

Proceedings of SPE Reservoir Simulation Symposium, 1999
Abstract 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
openaire   +1 more source

A review of automatic history matching

Materials Today: Proceedings, 2023
Abstract 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
openaire   +1 more source

Geologically Constrained History Matching with PCA

Proceedings, 2012
Principal Component Analysis (PCA) has been used in a variety of disciplines such as pattern recognition, machine learning and image processing. In this article, PCA is used for history matching, i.e., adjusting the uncertain parameters of a reservoir model in order to match the simulated results with the observed behavior.
M.D. Prange   +2 more
openaire   +1 more source

A continuous learning algorithm for history matching

Engineering Applications of Artificial Intelligence, 2019
Abstract History matching is a classical petroleum reservoir engineering data assimilation process whereby a reservoir model is calibrated to reproduce the behavior of a real reservoir yielding more reliable models for reservoir management, reservoir performance forecast and field development decisions.
Cristina C. B. Cavalcante   +4 more
openaire   +1 more source

History of History Match in Azeri Field

SPE Annual Caspian Technical Conference & Exhibition, 2015
Abstract Modern reservoir development could not happen without building and using 3-phase 3-D simulation models and predicting the future performance of the field using powerful computer technologies. Long term production and injection profile forecasts for the Azeri field have been carried out through usage of simulation models from ...
openaire   +1 more source

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