Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory
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Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory, 2020, Volume 175, Pages 27–35
DOI: https://doi.org/10.36535/0233-6723-2020-175-27-35 (Mi into574) 		 
This article is cited in 1 scientific paper (total in 1 paper)

Modeling fluid flows in oil fields using the Kalman filter

A. A. Zaikin, I. A. Kareev

Kazan (Volga Region) Federal University
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DOI: https://doi.org/10.36535/0233-6723-2020-175-27-35
Abstract: In this paper, we present a statistical model of the relationship between injection and production wells on an oil field. The model is based on analysis of fluid flows occurring in the oil field; it is a modification of the Kalman filter model. An EM-algorithm for estimating the parameters of this model is developed.
Keywords: waterflooding, statistical modeling, Kalman filter, EM-algorithm.
Funding agency Grant number
Russian Foundation for Basic Research 18-31-00094
This work was supported by the Russian Foundation for Basic Research (project No. 18-31-00094).
Document Type: Article
UDC: 519.246.2
MSC: 62P30, 86A04
Language: Russian
Citation: A. A. Zaikin, I. A. Kareev, “Modeling fluid flows in oil fields using the Kalman filter”, Proceedings of the XVII All-Russian Youth School-Conference «Lobachevsky Readings-2018», November 23-28, 2018, Kazan. Part 1, Itogi Nauki i Tekhniki. Sovrem. Mat. Pril. Temat. Obz., 175, VINITI, Moscow, 2020, 27–35
Citation in format AMSBIB
\Bibitem{ZaiKar20}
\by A.~A.~Zaikin, I.~A.~Kareev
\paper Modeling fluid flows in oil fields using the Kalman filter
\inbook Proceedings of the XVII All-Russian Youth School-Conference «Lobachevsky Readings-2018»,
November 23-28, 2018, Kazan. Part 1
\serial Itogi Nauki i Tekhniki. Sovrem. Mat. Pril. Temat. Obz.
\yr 2020
\vol 175
\pages 27--35
\publ VINITI
\publaddr Moscow
\mathnet{http://mi.mathnet.ru/into574}
\crossref{https://doi.org/10.36535/0233-6723-2020-175-27-35}
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    • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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    		Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory
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