Akberdina, V. V., & Romanova, O. A. (2021). Regional industrial development: Review of approaches to regulation and determining of priorities. Economy of the Region, 17(3), 714–736. https://doi.org/10.17059/ekon.reg.2021-3-1
Bartie, N. J., Llamas, A. A., Heibeck, M., Froehling, M., Volkova, O., & Reuter, M. A. (2020). The simulation-based analysis of the resource efficiency of the circular economy—The enabling role of metallurgical infrastructure. Mineral Processing and Extractive Metallurgy – Transactions of the Institutions of Mining and Metallurgy, 129(2), 229–249. https://doi.org/10.1080/25726641.2019.1685243
Belousov, D. R., & Penukhina, E. A. (2018). On the construction of a qualitative model of the Russian ICT ecosystem. Problems of Forecasting, 3, 94–104.
Google Scholar
CHTPZ Group. (2019). CHTPZ Group has implemented a digital solution in billet production. https://chelpipe.ru/press-center/gruppa-chtpz-vnedrila-tsifrovoe-reshenie-v-proizvodstvo-trubnoy-zagotovki-/?sphrase_id=150502
David, J., Švec, P., Pasker, V., & Garzinová, R. (2021). Usage of real-time machine vision in rolling mill. Sustainability, 13(7), 3851. https://doi.org/10.3390/su13073851
CrossRef
Google Scholar
Davis, B. (2021, February 1). Additive manufacturing is getting smarter with a digital twin. Siemens Blogs. https://industrialmachinerydigest.com/industrial-news/features/new-tech/additive-manufacturing-is-getting-smarter-with-a-digital-twin/
D’Ongia, I. (2018). Danieli Digi&Met: From an ordinary enterprise to a “smart” plant. Metals of Eurasia, 4, 32–35.
Google Scholar
EVRAZ. (2020, August 24). EVRAZ expects annual savings of US$12 million from new projects based on advanced analytics. https://www.evraz.com/en/news-and-media/press-releases-and-news/evraz-expects-annual-savings-of-us-12-million-from-new-projects-based-on-advanced-analytics/
EVRAZ. (2021, July 5). EVRAZ was a strategic partner of the international industrial exhibition INNOPROM-2021. https://www.evraz.com/ru/news-and-media/press-releases-and-news/evraz-vystupil-strategicheskim-partnerom-mezhdunarodnoy-promyshlennoy-vystavki-innoprom-2021-/
Grieves, M., & Vickers, J. (2017). Digital twin: Mitigating unpredictable, undesirable emergent behavior in complex systems. In Transdisciplinary Perspectives on Complex Systems (pp. 85–113). Springer.
Google Scholar
Jones, D., Snider, C., Nassehi, A., Yon, J., & Hicks, B. (2020). Characterizing the digital twin: A systematic literature review. CIRP Journal of Manufacturing Science and Technology, 29, 36–52. https://doi.org/10.1016/j.cirpj.2020.02.002
CrossRef
Google Scholar
Magnitogorsk Iron & Steel Works. (2021, June 2). Implementation of the digitalization strategy will bring MMC 6.3 RUB bln NPV by 2025. http://mmk.ru/press_center/80235/?sphrase_id=1413621
Metalloinvest. (2021, May 20). Metalloinvest will become a platform for the implementation of breakthrough IT projects in Industry 4.0. https://www.metalloinvest.com/media/press-releases/550513/?sphrase_id=236295
Ministry of Industry and Trade of Russia. (2021). Indicators of digital maturity of the industry. https://www.economy.gov.ru/material/file/371da805d6a083111877a2ac0f9f9b29/Minpromtorg.pdf
Ministry of Industry and Trade of Russia. (2021). The strategy of digital transformation of manufacturing industries to achieve their “digital maturity” until 2024 and for the period up to 2030.
Google Scholar
Modoni, G. E., Caldarola, E. G., & Sacco, M. (2019). Synchronizing physical and digital factory: Benefits and technical challenges. Procedia CIRP, 79, 472–477. (Part of the special issue: 12th CIRP Conference on Intelligent Computation in Manufacturing Engineering, July 18–20, 2018, Gulf of Naples, Italy). https://doi.org/10.1016/j.procir.2019.02.125
National Research University Higher School of Economics. (2021). Digital transformation of industries: Starting conditions and priorities. Publishing House of the Higher School of Economics.
Google Scholar
NLMK Group. (2021, April 13). NLMK Group named worldsteel sustainability champion. https://nlmk.com/en/media-center/news-groups/nlmk-group-named-worldsteel-sustainability-champion/?from=ru
NLMK Group. (2021, February 19). NLMK Group participates in international metals & mining tech fair. https://nlmk.com/en/media-center/news-groups/gruppa-nlmk-na-mezhdunarodnoy-konferentsii-metals-mining-tech-fair/?from=ru
NLMK Group. (2021, February 25). NLMK Group tops Rusbase digital awards 2021. https://nlmk.com/en/media-center/news-groups/nlmk-group-tops-rusbase-digital-awards-2021/?from=ru
Pasyuta, A. P., Mukhortov, M. A., & Pelymskaya, I. S. (2021). Application of digital twin technology in the equipment production and maintenance. In Russian Regions in the Focus of Change. Collection of Reports of the 15th International Conference (pp. 401–405). Ekaterinburg.
Google Scholar
Pomykalski, P. (2018). Introducing digital platforms and new business models in steel manufacturing companies. In 27th International Conference on Metallurgy and Materials (Metal 2018), May 23–25 (pp. 1841–1847).
Google Scholar
Reifferscheid, M. (2018). Digital technologies in ferrous metallurgy—Strategies, concepts, solutions. Ferrous Metals, 6, 62–67.
Google Scholar
Reus, S. P. (2021). The best domestic and foreign practices of introducing digital twins in industry. In E. P. Masyutkin (Ed.), Innovative Directions of Integration of Science, Education, and Production. Collection of Abstracts of Reports of Participants of the 2nd International Scientific and Practical Conference (pp. 109–112). Kerch.
Google Scholar
Romanova, O. A. (2019). Intellectualization of industrial production as a determining factor of economic security. In Russian Regions in the Focus of Change. Collection of Reports of the 13th International Conference (pp. 353–359).
Google Scholar
Romanova, O. A., & Kuzmin, E. (2021). Industrial policy: A new reality in the context of digital transformation of the economy. In V. Kumar, J. Rezaei, V. Akberdina, & E. Kuzmin (Eds.), Digital transformation in industry. Lecture Notes in Information Systems and Organisation, Vol. 44. Springer. https://doi.org/10.1007/978-3-030-73261-5_2
Romanova, O. A., & Sirotin, D. V. (2021). Digitalization of production processes in metallurgy: Trends and measurement methods. Izvestiya UGGU, 3(63), 136–148. https://doi.org/10.21440/2307-2091-2021-3-136-148
Rudskoy, A. I., & Kolbasnikov, N. G. (2020). Digital twins of thermomechanical steel processing technologies. Metal Science and Heat Treatment, 1(775), 4–11.
Google Scholar
Severstal. (2019, December 19). Severstal has chosen startups for cooperation. Retrieved from https://www.severstal.com/rus/media/news/document35474.phtml.
Severstal. (2020, February 26). Severstal implements big data technologies and mathematical modeling methods to improve equipment productivity. https://www.severstal.com/rus/media/news/document38754.phtml
Severstal. (2020, June 19). Severstal implemented its first artificial intelligence solution at CherMK. https://www.severstal.com/rus/media/news/document44399.phtml
Severstal. (2020, June 25). Severstal has implemented a digital twin to optimize business processes. https://www.severstal.com/rus/media/news/document44594.phtml
Shpak, P. S., Sycheva, E. G., & Merinskaya, E. E. (2020). The concept of digital twins as a modern trend of the digital economy. Herald of Omsk University. Series: Economics, 18(1), 57–68. https://doi.org/10.24147/1812-3988.2020.18(1).57-68
Shvetsov, A. (2021). The latest information technologies of “digitalization of the economy”: Content, prospects, costs. Proceedings of ISA RAS, 71(2), 27–35.
Google Scholar
Simonelli, M., Aboulkhair, N., Rasa, M., East, M., Tuck, C., Wildman, R., Salomons, O., & Hague, R. (2019). Towards digital metal additive manufacturing via high-temperature drop-on-demand jetting. Additive Manufacturing, 30, 100930. https://doi.org/10.1016/j.addma.2019.100930
CrossRef
Google Scholar
Snodgrass, B. (2021, February 3). Manufacturing is getting smarter with a digital twin. Siemens Blogs. https://blogs.sw.siemens.com/thought-leadership/2021/02/03/published-article-manufacturing-is-getting-smarter-with-a-digital-twin/
Spicka, I., Heger, M., Zimny, O., Tykva, T., & Spickova, D. (2018). Use of hybrid models in metallurgy within the concept of Industry 4.0. In 27th International Conference on Metallurgy and Materials (Metal 2018), May 23–25 (pp. 1829–1834).
Google Scholar
Stark, R., Fresemann, C., & Lindow, K. (2019). Development and operation of Digital Twins for technical systems and services. CIRP Annals, 68(1), 129–132. https://doi.org/10.1016/j.cirp.2019.04.024
CrossRef
Google Scholar
Talkhestani, B. A., & Weyrich, M. (2020). Digital Twin of manufacturing systems: A case study on increasing the efficiency of reconfiguration. Automatisierungstechnik, 68(6), 435–444. https://doi.org/10.1515/auto-2020-0003
CrossRef
Google Scholar
Tolstykh, T., Shkarupeta, E., Savon, D., Safronov, A., & Savelyeva, O. (2019). Digital transformation of managerial, technological and logistical processes based on formation of ecosystem of digital twins for individual systems. In Education Excellence and Innovation Management Through Vision 2020 (33rd International-Business-Information-Management-Association (IBIMA) Conference). Granada, SPAIN. April 10–11 (pp. 7751–7758).
Google Scholar
UralPress. (2021, April 16). Scientists will make MMC’s work more efficient with the help of digital twins of power units. https://uralpress.ru/news/ekonomika/uchenye-sdelayut-rabotu-mmk-effektivnee-s-pomoshchyu-cifrovyh-dvoynikov
Wang, X. M., Huang, Z. C., & Zhang, J. F. (2006). Digital kilns and furnaces—The development direction of industrial kilns and furnaces in the 21st century. In 1st International Symposium on Digital Manufacture (Vols. 1–3). Wuhan, Peoples Republic of China. October 15–17 (pp. 260–264).
Google Scholar
Wu, J. J., Yang, Y. H., Cheng, X., & Zuo, H. F. (2020). The development of digital twin technology review. In 2020 Chinese Automation Congress (CAC), November 6–8, 2020 (pp. 4901–4906). https://doi.org/10.1109/CAC51589.2020.9327756
Zhuang, C. B., Miao, T., Liu, J. H., & Xiong, H. (2021). The connotation of a digital twin and the construction and application method of the shop-floor digital twin. Robotics and Computer-Integrated Manufacturing, 68, 102075. https://doi.org/10.1016/j.rcim.2020.102075
CrossRef
Google Scholar