+7 925 966 4690, 9am6pm (GMT+3), Monday – Friday
ИД «Финансы и кредит»

JOURNALS

  

FOR AUTHORS

  

SUBSCRIBE

    
Finance and Credit
 

Digital Twin: Applying the technology to manage a commercial bank's collateral portfolio

Vol. 29, Iss. 3, MARCH 2023

Received: 9 January 2023

Received in revised form: 23 January 2023

Accepted: 6 February 2023

Available online: 30 March 2023

Subject Heading: Banking

JEL Classification: G21

Pages: 575–600

https://doi.org/10.24891/fc.29.3.575

Sergei N. ORLOV Institute of Economics, Ural Branch of Russian Academy of Sciences, Yekaterinburg, Russian Federation
orlovsn@list.ru

https://orcid.org/0000-0001-6042-8082

Aleksandr A. TISHCHENKO Institute of Economics, Ural Branch of Russian Academy of Sciences, Yekaterinburg, Russian Federation
tischalex@yandex.ru

https://orcid.org/0000-0002-8366-7075

Subject. This article discusses the development of digital platforms for managing the collateral portfolio of a commercial bank.
Objectives. The article aims to develop recommendations for the introduction of innovative collateral portfolio management tools based on the Digital Twin technology, into the bank's collateral management process.
Methods. For the study, we used a process approach.
Results. The article proposes to synchronize the processes of collecting and processing data flows during the selection, analysis and registration of collateral within the life cycle of the collateral object to ensure the possibility of their correlation with the typed elements of the digital twin system. The article describes a general scheme for integrating the key elements of the digital twin model of the collateral portfolio with the interrelated processes of collateral management and the collateral data flow. This can be considered by practitioners as a way to create a digital twin of a collateral portfolio.
Conclusions and Relevance. The relevance of the efficiency of the banking sector of the national economy in the context of the ongoing change in the systemic cycle of capital accumulation and the need to transform process management systems in the banking sector require the introduction of technologies that provide opportunities for prompt, polymodal response to systematically arising challenges. The creation of a management system based on the Digital Twin technology helps form an effective toolkit in the field of collateral portfolio management in the context of the growth of lending by commercial banks projected for the coming years. The results obtained can serve as a basis for the development of collateral management systems for loans and other types of collateral.

Keywords: digital twin, collateral, portfolio, data-flow control

References:

  1. Dudin M.N., Shkodinskii S.V., Usmanov D.I. [Key trends and regulations of the development of digital business models of banking services in Industry 4.0]. Finansy: teoriya i praktika = Finance: Theory and Practice, 2021, vol. 25, no. 5, pp. 59–78. (In Russ.) URL: Link
  2. Orlov S.N. [Global dynamics and adaptation of the national economy]. Intellekt. Innovatsii. Investitsii = Intellect. Innovations. Investments, 2022, no. 1, pp. 33–46. (In Russ.) URL: Link
  3. Tishchenko A.A. [Mass evaluation of the collateral portfolio: problems and solutions]. Vestnik Samarskogo gosudarstvennogo ekonomicheskogo universiteta = Vestnik of Samara State University of Economics, 2021, no. 8, pp. 78–87. (In Russ.) URL: Link
  4. Borovkov A.I., Gamzikova A.A., Kukushkin K.V., Ryabov Yu.A. Tsifrovye dvoiniki v vysokotekhnologichnoi promyshlennosti [Digital twins in high-tech industry]. St. Petersburg, Peter the Great St. Petersburg Polytechnic University Publ., 2019, 62 p.
  5. Fei Tao, Meng Zhang. Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing. IEEE Access, 2017, vol. 5, pp. 20418–20427. URL: Link
  6. Dmitrievskii A.N., Eremin N.A. [Digital modernization of oil and gas ecosystems – 2018]. Aktual'nye problemy nefti i gaza, 2018, no. 2, p. 2. (In Russ.) URL: Link
  7. Rybin E.N., Ambaryan S.K., Anosov V.V. et al. [BIM technology]. Izvestiya vuzov. Investitsii. Stroitel'stvo. Nedvizhimost' = Proceedings of Universities. Investment. Construction. Real Estate, 2019, vol. 9, no. 1, pp. 98–105. URL: Link (In Russ.)
  8. Ivanov S.A., Nikol'skaya K.Yu., Radchenko G.I. et al. [Digital twin of a city: concept overview]. Vestnik YuUrGU. Seriya: Vychislitel'naya matematika i informatika = Bulletin of South Ural State University. Series: Computational Mathematics and Software Engineering, 2020, vol. 9, no. 4, pp. 5–23. (In Russ.) URL: Link
  9. Yong-Woon Kim, Sangkeun Yoo, Hyunjeong Lee, Sung Hei Kim, Soonhung Han. Characterization of Digital Twin. ResearchGate, September 3, 2020 through March 5, 2023. URL: Link
  10. Sapozhnikov A.Yu., Kuznetsov A.A., Mavrina A.S., Kulikov G.G. [Application of the digital twin of the enterprise information platform in production and educational processes accounting functional, cost and time constraints (on the example of business processes of the information technology basic chair)]. Vestnik YuUrGU. Seriya: Komp'yuternye tekhnologii, upravlenie, radioelektronika = Bulletin of South Ural State University. Series: Computer Technologies, Automatic Control, Radioelectronics, 2020, vol. 20, no. 3, pp. 47–56. (In Russ.) URL: Link
  11. Kharat R., Bavane V., Jadhao S., Marode R. Digital Twin: Manufacturing Excellence Through Virtual Factory Replication. Global Journal of Engineering Science and Researches, 2018, pp. 6–15. URL: Link
  12. Makarov V.L., Bakhtizin A.R., Beklaryan G.L. [Developing digital twins for production enterprises]. Biznes-informatika = Business Informatics, 2019, vol. 13, no. 4, pp. 7–16. URL: Link (In Russ.)
  13. Rodina L.A. [Development of digital twins prototypes for management processes (on the example of a new product offer)]. Vestnik Omskogo universiteta. Seriya: Ekonomika = Herald of Omsk University. Series: Economics, 2020, vol. 18, no. 2, pp. 48–54. (In Russ.) URL: Link.48-54
  14. Prokhorov A., Lysachev M. Tsifrovoi dvoinik. Analiz, trendy, mirovoi opyt [Digital twin. Analysis, trends, world experience]. Moscow, Al'yansPrint Publ., 2020, 401 p.
  15. Tishchenko A.A. [Perception of the term "collateral portfolio": modern aspect]. Finansovyi zhurnal = Financial Journal, 2019, no. 4, pp. 116–129. (In Russ.) URL: Link
  16. Tishchenko A.A. [Types of security strategy in the credit and security policy of the banking sector of Russia]. Upravlenie finansovymi riskami, 2020, no. 2, pp. 144–160. (In Russ.) URL: Link
  17. Dozortsev V.M. [Digital twins in industry: genesis, composition, terminology, technologies, platforms, prospects. Part 2. Key technologies of digital twins. Types of modeling of a physical object]. Avtomatizatsiya v promyshlennosti = Automation in Industry, 2020, no. 11, pp. 3–10. (In Russ.) URL: Link
  18. Vol'khin N. Zalogovik. Vse o bankovskikh zalogakh ot pervogo litsa [All about bank deposits from the first person]. Moscow, Mann, Ivanov i Ferber Publ., 2014, 352 p.
  19. Korkina V.S. [Assessment of deposit risks in the process of pledged assets evaluation]. Rossiiskoe predprinimatel'stvo = Russian Journal of Entrepreneurship, 2013, no. 18, pp. 68–78. URL: Link (In Russ.)
  20. Minimulin D.V. [Risk management mortgage on the basis of risk management]. Imushchestvennye otnosheniya v RF = Property Relations in the Russian Federation, 2009, no. 5, pp. 72–83. URL: Link (In Russ.)
  21. Pashkov R.V., Yudenkov Yu.N. [Technology of management and assessment of pledges in bank]. Innovatsii i investitsii = Innovations and Investments, 2016, no. 10, pp. 61–69. URL: Link (In Russ.)

View all articles of issue

 

ISSN 2311-8709 (Online)
ISSN 2071-4688 (Print)

Journal current issue

Vol. 30, Iss. 4
April 2024

Archive