Vestnik Yuzhno-Ural'skogo Gosudarstvennogo Universiteta. Seriya "Vychislitelnaya Matematika i Informatika"
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Vestnik Yuzhno-Ural'skogo Gosudarstvennogo Universiteta. Seriya "Vychislitelnaya Matematika i Informatika", 2020, Volume 9, Issue 4, Pages 5–23
DOI: https://doi.org/10.14529/cmse200401
(Mi vyurv243)
 

This article is cited in 1 scientific paper (total in 1 paper)

Digital twin of a city: concept overview

S. A. Ivanov, K. Yu. Nikolskaya, G. I. Radchenko, L. B. Sokolinsky, M. L. Zymbler

South Ural State University (pr. Lenina 76, Chelyabinsk, 454080 Russia)
Abstract: The urban economy is a complex multi-vector system. Creating a single digital twin of such a system is now a difficult task to solve. This article presents the concept of a digital twin of a city. The authors propose an evolutionary approach to this problem, according to which digital twins of individual elements of the urban environment are consistently built on a single hardware and software platform. These digital twins are linked in a single cooperative system that allows one digital twin to use data produced by other digital twins. The article gives the definition and architecture of such a system. It describes the classes of models that can be used to create digital twins. Special attention is paid to neural network models and models for data analysis. The information infrastructure of the digital twin of a city, including sensory networks, data cleansing mechanisms and nebulous calculations, is considered.
Keywords: digital twin, smart city, urban management, neural networks, data mining, sensors, fog computing.
Funding agency Grant number
Ministry of Science and Higher Education of the Russian Federation FENU-2020-0022
Russian Foundation for Basic Research 20-07-00092-а
20-07-00140-а
18-07-01224-а
Received: 15.09.2020
Document Type: Article
UDC: 004.89, 004.93, 004.94
Language: Russian
Citation: S. A. Ivanov, K. Yu. Nikolskaya, G. I. Radchenko, L. B. Sokolinsky, M. L. Zymbler, “Digital twin of a city: concept overview”, Vestn. YuUrGU. Ser. Vych. Matem. Inform., 9:4 (2020), 5–23
Citation in format AMSBIB
\Bibitem{IvaNikRad20}
\by S.~A.~Ivanov, K.~Yu.~Nikolskaya, G.~I.~Radchenko, L.~B.~Sokolinsky, M.~L.~Zymbler
\paper Digital twin of a city: concept overview
\jour Vestn. YuUrGU. Ser. Vych. Matem. Inform.
\yr 2020
\vol 9
\issue 4
\pages 5--23
\mathnet{http://mi.mathnet.ru/vyurv243}
\crossref{https://doi.org/10.14529/cmse200401}
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  • https://www.mathnet.ru/eng/vyurv/v9/i4/p5
  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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    Vestnik Yuzhno-Ural'skogo Gosudarstvennogo Universiteta. Seriya "Vychislitelnaya Matematika i Informatika"
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