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Development of Virtual Flow-Meter Concept Techniques for Ground Infrastructure Management

Author

Listed:
  • Ruslan Vylegzhanin

    (Novosibirsk R&D Center LLC, 630090 Novosibirsk, Russia)

  • Alexander Cheremisin

    (Skolkovo Institute of Science and Technologies, 121205 Moscow, Russia)

  • Boris Kolchanov

    (Novosibirsk R&D Center LLC, 630090 Novosibirsk, Russia)

  • Pavel Lykhin

    (Novosibirsk R&D Center LLC, 630090 Novosibirsk, Russia)

  • Rustam Kurmangaliev

    (Novosibirsk R&D Center LLC, 630090 Novosibirsk, Russia)

  • Mikhail Kozlov

    (Novosibirsk R&D Center LLC, 630090 Novosibirsk, Russia
    Physical Department, Novosibirsk State University, 630090 Novosibirsk, Russia)

  • Eduard Usov

    (Physical Department, Novosibirsk State University, 630090 Novosibirsk, Russia
    Novosibirsk Branch of the Nuclear Safety Institute of the Russian Academy of Sciences, 630090 Novosibirsk, Russia)

  • Vladimir Ulyanov

    (Novosibirsk R&D Center LLC, 630090 Novosibirsk, Russia
    Physical Department, Novosibirsk State University, 630090 Novosibirsk, Russia)

Abstract

This paper describes the further development of the virtual flow meter concept based on the author’s simulator of an unsteady gas–liquid flow in wells. The results of comparison with commercial simulators based on real well data are given as practical applications. The results of the comparison of the simulators demonstrated high correspondence (<10% error) for a number of target parameters. The description of the architecture and results of testing the algorithm for automatic settings of the model parameters are given. Operating speed was the key criterion in the architecture development. According to the test results, it became possible to achieve the adaptation accuracy of 5% specified.

Suggested Citation

  • Ruslan Vylegzhanin & Alexander Cheremisin & Boris Kolchanov & Pavel Lykhin & Rustam Kurmangaliev & Mikhail Kozlov & Eduard Usov & Vladimir Ulyanov, 2022. "Development of Virtual Flow-Meter Concept Techniques for Ground Infrastructure Management," Energies, MDPI, vol. 16(1), pages 1-12, December.
    • Handle: RePEc:gam:jeners:v:16:y:2022:i:1:p:400-:d:1019146
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