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Application of Systems Analysis Methods to Construct a Virtual Model of the Field

Author

Listed:
  • Yury Ilyushin

    (Faculty of Economics, Empress Catherine II Saint Petersburg Mining University, 199106 Saint-Petersburg, Russia)

  • Victoria Nosova

    (Department of Systems Analysis and Control, Economics Faculty, Empress Catherine II Saint Petersburg Mining University, 199106 Saint-Petersburg, Russia)

  • Andrei Krauze

    (Department of Systems Analysis and Control, Economics Faculty, Empress Catherine II Saint Petersburg Mining University, 199106 Saint-Petersburg, Russia)

Abstract

Recently, the rate of offshore oil production has increased, which creates a need to develop technical solutions for the implementation of more efficient processes on offshore platforms. A relevant solution is the development and application of digital twins. Offshore production platforms are specially protected objects due to the high risk of environmental pollution. Therefore, such objects are especially distinguished for the implementation of advanced technological solutions. In this study, the authors conduct a study of the input, output, and resulting parameters that affect the production process. Using the theory of systems analysis, they determine the list of critical factors and build a conceptual and then a mathematical model of the field. It differs from existing analogues by the introduction of additional parameters that provide higher modeling accuracy. Based on the resulting mathematical model, a neural network is trained to identify the optimal operating mode. An assessment of the economic feasibility of the provided development is carried out.

Suggested Citation

  • Yury Ilyushin & Victoria Nosova & Andrei Krauze, 2025. "Application of Systems Analysis Methods to Construct a Virtual Model of the Field," Energies, MDPI, vol. 18(4), pages 1-35, February.
    • Handle: RePEc:gam:jeners:v:18:y:2025:i:4:p:1012-:d:1595067
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