IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v18y2025i4p1012-d1595067.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/18/4/1012/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/18/4/1012/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Xifeng Zhang & Xiaowei Cui & Shuiming Liang, 2024. "Evolution and Optimization of an Ecological Network in an Arid Region Based on MSPA-MCR: A Case Study of the Hexi Corridor," Sustainability, MDPI, vol. 16(4), pages 1-17, February.
    2. Yuriy Zhukovskiy & Pavel Tsvetkov & Anastasia Koshenkova & Ivan Skvortsov & Iuliia Andreeva & Valeriya Vorobeva, 2024. "A Methodology for Forecasting the KPIs of a Region’s Development: Case of the Russian Arctic," Sustainability, MDPI, vol. 16(15), pages 1-25, August.
    3. Hancheng Xia & Rui Yin & Tianyu Xia & Bing Zhao & Bing Qiu, 2024. "People-Oriented: A Framework for Evaluating the Level of Green Space Provision in the Life Circle from a Supply and Demand Perspective: A Case Study of Gulou District, Nanjing, China," Sustainability, MDPI, vol. 16(3), pages 1-18, January.
    4. Ming Hu & Siavash Ghorbany, 2024. "Building Stock Models for Embodied Carbon Emissions—A Review of a Nascent Field," Sustainability, MDPI, vol. 16(5), pages 1-18, March.
    5. Zakaria A. Mani & Krzysztof Goniewicz, 2024. "Transforming Healthcare in Saudi Arabia: A Comprehensive Evaluation of Vision 2030’s Impact," Sustainability, MDPI, vol. 16(8), pages 1-23, April.
    6. Bohan Zhang & Jianfu Ma & Muhammad Asghar Khan & Valentina Repnikova & Kseniia Shidlovskaya & Sergey Barykin & Muhammad Salman Ahmad, 2023. "The Effect of Economic Policy Uncertainty on Foreign Direct Investment in the Era of Global Value Chain: Evidence from the Asian Countries," Sustainability, MDPI, vol. 15(7), pages 1-21, April.
    7. Arijit Das & Priyakshi Saha & Rajarshi Dasgupta & Miguel Inacio & Manob Das & Paulo Pereira, 2024. "How Do the Dynamics of Urbanization Affect the Thermal Environment? A Case from an Urban Agglomeration in Lower Gangetic Plain (India)," Sustainability, MDPI, vol. 16(3), pages 1-16, January.
    8. Oksana Marinina & Anna Nechitailo & Gennady Stroykov & Anna Tsvetkova & Ekaterina Reshneva & Liudmila Turovskaya, 2023. "Technical and Economic Assessment of Energy Efficiency of Electrification of Hydrocarbon Production Facilities in Underdeveloped Areas," Sustainability, MDPI, vol. 15(12), pages 1-25, June.
    9. Dmitry Pervukhin & Dmitry Kotov & Vyacheslav Trushnikov, 2024. "Development of a Conceptual Model for the Information and Control System of an Autonomous Underwater Vehicle for Solving Problems in the Mineral and Raw Materials Complex," Energies, MDPI, vol. 17(23), pages 1-25, November.
    10. Meng Xu & Zhiyang Xu & Xinxin Wei & Gaoxiang Zhang & Changyu Liu, 2024. "Research on Hybrid Heating System in Cold Oilfield Regions," Clean Technol., MDPI, vol. 6(4), pages 1-24, November.
    11. Kyriaki Psistaki & Georgios Tsantopoulos & Anastasia K. Paschalidou, 2024. "An Overview of the Role of Forests in Climate Change Mitigation," Sustainability, MDPI, vol. 16(14), pages 1-19, July.
    12. Mustakimah Mohamed & Nur Diyana Zakuan & Tengku Nur Adibah Tengku Hassan & Serene Sow Mun Lock & Azmi Mohd Shariff, 2024. "Global Development and Readiness of Nuclear Fusion Technology as the Alternative Source for Clean Energy Supply," Sustainability, MDPI, vol. 16(10), pages 1-37, May.
    13. Ekaterina Blinova & Tatyana Ponomarenko & Sofiya Tesovskaya, 2023. "Key Corporate Sustainability Assessment Methods for Coal Companies," Sustainability, MDPI, vol. 15(7), pages 1-18, March.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Tatyana Kukharova & Alexander Martirosyan & Mir-Amal Asadulagi & Yury Ilyushin, 2024. "Development of the Separation Column’s Temperature Field Monitoring System," Energies, MDPI, vol. 17(20), pages 1-23, October.
    2. Yujiang Zhang & Yining Wang & Bingyuan Cui & Guorui Feng & Shuai Zhang & Chunwang Zhang & Zhengjun Zhang, 2023. "A Disturbed Voussoir Beam Structure Mechanical Model and Its Application in Feasibility Determination of Upward Mining," Energies, MDPI, vol. 16(20), pages 1-18, October.
    3. Juan Abello-Romero & Claudio Mancilla & Walter Sáez & Francisco Ganga-Contreras & Ivette Durán-Seguel, 2023. "Sustainable Development and Corporate Sustainability of Chilean State Universities: Evidence from Their Strategic Elements," Sustainability, MDPI, vol. 15(14), pages 1-16, July.
    4. Vanesa Jiménez-Lacarra & Eduardo Martínez-Cámara & Juan Carlos Sáenz-Diez Muro & Emilio Jiménez-Macías & Julio Blanco-Fernández, 2024. "Environmental Benefits of Reducing Patient Mobility and Hospitalization," Sustainability, MDPI, vol. 16(24), pages 1-15, December.
    5. Marina A. Nevskaya & Semen M. Raikhlin & Amina F. Chanysheva, 2024. "Assessment of Energy Efficiency Projects at Russian Mining Enterprises within the Framework of Sustainable Development," Sustainability, MDPI, vol. 16(17), pages 1-20, August.
    6. Min Zhang & Zhao Xu & Guichang Zhang & Binbin Wang & Bin Zhang & Yilong Liu, 2024. "Review on the Application of Living PSA in Nuclear Power," Energies, MDPI, vol. 17(22), pages 1-15, November.
    7. Ahmadi, Mohsen & Piadeh, Farzad & Hosseini, M. Reza & Zuo, Jian & Kocaturk, Tuba, 2024. "Unraveling building sector carbon mechanisms: Critique and solutions," Renewable and Sustainable Energy Reviews, Elsevier, vol. 205(C).
    8. Sergey Sidorenko & Vyacheslav Trushnikov & Andrey Sidorenko, 2024. "Methane Emission Estimation Tools as a Basis for Sustainable Underground Mining of Gas-Bearing Coal Seams," Sustainability, MDPI, vol. 16(8), pages 1-22, April.
    9. Ying Wang & Yin Ren & Xiaoman Zheng & Zhifeng Wu, 2024. "The Impact of Building and Green Space Combination on Urban Thermal Environment Based on Three-Dimensional Landscape Index," Sustainability, MDPI, vol. 17(1), pages 1-21, December.
    10. Natalia Kirsanova & Marina Nevskaya & Semyon Raikhlin, 2024. "Sustainable Development of Mining Regions in the Arctic Zone of the Russian Federation," Sustainability, MDPI, vol. 16(5), pages 1-28, March.
    11. Pavel Tsiglianu & Natalia Romasheva & Artem Nenko, 2023. "Conceptual Management Framework for Oil and Gas Engineering Project Implementation," Resources, MDPI, vol. 12(6), pages 1-27, May.
    12. Minh Phuong Nguyen & Tatiana Ponomarenko & Nga Nguyen, 2024. "Energy Transition in Vietnam: A Strategic Analysis and Forecast," Sustainability, MDPI, vol. 16(5), pages 1-20, February.
    13. Ekaterina Golovina & Vera Khloponina & Pavel Tsiglianu & Runchu Zhu, 2023. "Organizational, Economic and Regulatory Aspects of Groundwater Resources Extraction by Individuals (Case of the Russian Federation)," Resources, MDPI, vol. 12(8), pages 1-16, July.
    14. Tatyana Semenova & Juan Yair Martínez Santoyo, 2024. "Increasing the Sustainability of the Strategic Development of Oil Producing Companies in Mexico," Resources, MDPI, vol. 13(8), pages 1-37, August.
    15. Yury Valeryevich Ilyushin & Ekaterina Ivanovna Kapostey, 2023. "Developing a Comprehensive Mathematical Model for Aluminium Production in a Soderberg Electrolyser," Energies, MDPI, vol. 16(17), pages 1-28, August.
    16. Maria Vitória Ribeiro Gomes & Aline Pires Veról, 2024. "Assessing Public Perceptions of Blue–Green Infrastructure in Urban Watersheds: A Case Study of Acari River, Brazil," Sustainability, MDPI, vol. 16(23), pages 1-32, November.
    17. Yifei Li & Yuhang Bai, 2023. "Research on the Impact of Global Economic Policy Uncertainty on Manufacturing: Evidence from China, the United States, and the European Union," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
    18. Jin Yan & Kejiang Lei & Yuangang Jiang & Minbo Zhang & Weizhong Zhang & Hao Yin, 2023. "Optimization of Accurate Spacing for Gas Extraction from Damaged Coal Seams Based on a Dual-Penetration Model," Sustainability, MDPI, vol. 15(21), pages 1-23, October.
    19. Diana Dmitrieva & Amina Chanysheva & Victoria Solovyova, 2023. "A Conceptual Model for the Sustainable Development of the Arctic’s Mineral Resources Considering Current Global Trends: Future Scenarios, Key Actors, and Recommendations," Resources, MDPI, vol. 12(6), pages 1-28, May.
    20. Marina A. Nevskaya & Semen M. Raikhlin & Victoriya V. Vinogradova & Victor V. Belyaev & Mark M. Khaikin, 2023. "A Study of Factors Affecting National Energy Efficiency," Energies, MDPI, vol. 16(13), pages 1-14, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:18:y:2025:i:4:p:1012-:d:1595067. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.