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Digital twins application in control systems for distributed generation of heat and electric energy

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
By the emergence of distributed energy resources, with their associated communication and control complexities, there is a need for an efficient platform that can digest all the incoming data and ensure the reliable operation of the power system, which can be achieved by using digital twins. The paper discusses the advantages of using digital twins in the development of control systems and operation of distributed heat and electric power generation facilities. The possibilities of using the digital doubles for increasing the efficiency of the considered objects is presented as the example of optimizing the configuration of a control system of solar collectors in the presence of heat losses in pipelines of the external circuit. Further, the total balance consumed and generated electric and heat energy are presented. Examples of algorithms for protecting equipment to improve security are given, and the possibilities of improving the reliability of distributed power systems are considered. The system use of the digital twins provides the possibility of developing and debugging control algorithms, which increase the efficiency, reliability and safety of control objects, including distributed thermal and electrical power generation complexes.
Rocznik
Strony
89--101
Opis fizyczny
Bibliogr. 18 poz., rys.
Twórcy
  • National Research University MPEI, Krasnokazarmennaya 17, Moscow, 111250 Russia
  • National Research University MPEI, Krasnokazarmennaya 17, Moscow, 111250 Russia
  • National Research University MPEI, Krasnokazarmennaya 17, Moscow, 111250 Russia
  • National Research University MPEI, Krasnokazarmennaya 17, Moscow, 111250 Russia
  • National Research University MPEI, Krasnokazarmennaya 17, Moscow, 111250 Russia
Bibliografia
  • [1] Benedek J., Sebestyén T.T., Bartók B.: Evaluation of renewable energy sources in peripheral areas and renewable energy-based rural 6development. Renew. Sust. Energ. Rev. 90(2018), 516–535.
  • [2] Bórawski P., Bełdycka-Bórawska A., Szymańska E., Jankowski K.J., Dubis B., Dunn J.W.: Development of renewable energy sources market and biofuels in the European Union. J. Clean. Prod. 228(2019), 467–484.
  • [3] Lu Y., Liu C., Kevin I., Wang K., Huang H., Xu X.: Digital twin-driven smart manufacturing: Connotation, reference model, applications and research issues. Robot. Com.-Int. Manuf. 61(2020), 101837.
  • [4] Santos-Alamillos F.J., Pozo-Vázquez D., Ruiz-Arias J.A., Von Bremen L., Tovar-Pescador J.: Combining wind farms with concentrating solar plants to provide stable renewable power. Renew. Energ. 76(2015), 539–550.
  • [5] Kaplya E.V.: Energy-efficient terminal control of servo motors of solar modules. Alternative Energy Ecology (ISJAEE) 17–18(2015), 181–182.
  • [6] Blume Ch., Blume S., Thiede S., Herrmann Ch.: Data-driven digital twins for technical building services operation in factories: A cooling tower case study. J. Manuf. Mater. Process. 4(2020), 4, 97.
  • [7] Mayani M.G., Svendsen M., Oedegaard S.I.: Drilling digital twin success stories the last 10 years. In: Proc. SPE Norway One Day Seminar. Society of Petroleum Engineers 2018, 89.
  • [8] Krueger, Paul S., Michael Hahsler, Eli V. Olinick, Sheila H. Williams, Mohammadreza Zharfa.: Quantitative classification of vortical flows based on topological features using graph matching. Proceedings of the Royal Society A 475, no. 2228 (2019): 20180897.
  • [9] Shestopalova T.A., Boldyrev I.A., Smirnov A.A.: System for managing the complex of alternative energy sources with state prediction. Alternative Energy Ecology (ISJAEE) 17–18(2015), 176–180.
  • [10] Jurasz J., Canales F.A., Kies A., Guezgouz M., Beluco A.: A review on the complementarity of renewable energy sources: Concept, metrics, application and future research directions. Sol. Energy 195(2020), 703–724.
  • [11] Ren G., Wan J., Liu J., Yu D.: Spatial and temporal assessments of complementarity for renewable energy resources in China. Energy 177(2019), 262–275.
  • [12] Musiał A.M., Antczak Ł., Jedrzejewski Ł., Klonowicz P.: Analysis of the use of waste heat from a glass melting furnace for electricity production in the organic Rankine cycle system. Arch. Thermodyn. 42(2021), 1, 15–33.
  • [13] Tao F.: Digital twin-driven product design framework. Int. J. Prod. Res. 57(2018), 1, 1–19.
  • [14] https://www.ge.com/digital/applications/digital-twin (accessed 10 June 2020).
  • [15] Sivalingam K., Sepulvedam M., Springm M. Daviesm P.: A review and methodology development for remaining useful life prediction of offshore fixed and floating wind turbine power converter with digital twin technology perspective. In: Proc. 2nd Int. Conf. on Green Energy and Applications (ICGEA), Singapore, 2018, 197–204.
  • [16] Kondratieff N., Schumpeter J.A.: Long-waves theory: Analysis of long-cycles theory. MSc thesis, University Oslo, Oslo 2012.
  • [17] Merni R.M.: Plasma and its application in magneto-hydro-dynamical generators. UCT J. Resea. Scien. Engineer. Techno.(UJRSET) 4 (2016), 4, 22–24.
  • [18] Lunenko V.S., Boldyrev I.A.: Program for simulation of soil heat pump operation (patent). Pat. No. 2018619534, Federal State Budgetary Educational Institution of Higher Professional Education National Research University MPEI, No. 2018616165 14.06.2018; 2018; 8, 90–103, Moscow.
Uwagi
Opracowanie rekordu ze środków MNiSW, umowa Nr 461252 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2021).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-eec12137-e005-4a86-ab1b-9fc0da6ebb79
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