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Development of a Cyber-Physical System for the Specialized On-Track Machine Operators Training

  • N. A. StaroverovaEmail author
  • M. L. Shustrova
  • M. R. Satdarov
Chapter
Part of the Studies in Systems, Decision and Control book series (SSDC, volume 260)

Abstract

The cyber-physical systems are a set of mathematical modeling, dynamic, physical, electric, pneumatic characteristics and the systems of simulation now. Its realization allows providing training of the person for an important problem of the modern century, namely competent, fast and high-quality decision-making and complex measures for the safety of the environment and technogenic factors. In simulators, the principles of practical skills development with the integral theoretical preparation are applied. The model of modern networks allows improving constantly systems remotely, to collect information on the quality and extent of threats and to carry out constant completion of the model. These opportunities appeared thanks to the development of such information technologies like virtual reality technologies, machine sight and also the systems of artificial intelligence. One of the most successful branches of the world information industry can note the sphere of simulation technologies. Each profession has some of the most important processes defining the quality and safety of the work. For the train driver, it is the perception of a railway situation in a variety of its manifestations (structures, people on the ways, railway signs, traffic lights, etc.), the analysis and processing of the arriving information and performance of action for control of special rolling stock depending on a surrounding situation. In the article, the development stages of the virtual simulator cyber-physical system intended for drivers-operators training in control of the rectifying and lining and leveling Duomatic 09-32 machine are considered.

Keywords

Virtual simulator Rolling stock Hardware-Software complex Cyber-Physical system 

Notes

Acknowledgments

Authors express gratitude to software design team the Zarnitza (Kazan) for implementation of the project and the provided materials.

References

  1. 1.
    Derler, P., Lee, E.A., Vincentelli, A.S.: Modeling cyber–physical systems. Proc. IEEE 1(100), 13–28 (2011)Google Scholar
  2. 2.
    Lee, E.A.: Cyber physical systems: Design challenges in 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC). IEEE, pp. 363–369 (2008)Google Scholar
  3. 3.
    Sridhar, S., Hahn, A., Govindarasu, M.: Cyber–physical system security for the electric power grid. Proc. IEEE 1(100), 210–224 (2011)Google Scholar
  4. 4.
    Sha, L. et al.: Cyber-physical systems. In: A new frontier in IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing, pp. 1–9 (2008)Google Scholar
  5. 5.
    KöglB. Fahrsimulatorenfür die Ausbildung von Triebfahrzeugführern: E1ek. Bahnen. 8, 9 (89), 261–266 (1996)Google Scholar
  6. 6.
    Railway simulators become more diversified. Raihway J. Int. 4(41), 29–31 (2001)Google Scholar
  7. 7.
    Kim, J., Kim, J.-H.: Development of integrated simulator for AC traction power supply system. Trans. Korean 2010 Inst. Electr. Eng. 59(1), 75–81 (2010)Google Scholar
  8. 8.
    Takeuchi, Y., Ogawa, T., Morimoto, H.: Development of a train operation power simulator. Japan. Railway Eng. 197, 13–15 (2017)Google Scholar
  9. 9.
    Miyauchi, T., Imamoto, K., Teramura, K., Takahashi, H.: Evaluating the accuracy of railway total simulator compared with actual, measurement data. IEEE J. Ind. 7(5), 416–424 (2018)Google Scholar
  10. 10.
    Takeuchi, Y., Ogawa, T., Morimoto, H., Imamura, Y., Minobe, S., Sugimoto, S.: Development of a train operation power simulator using the interaction between the power supply network, rolling stock characteristics & driving patterns, as conditions. Q. Rep. RTRI (Railway Tech. Res. Inst.) 58(2), 98–104 (2018)Google Scholar
  11. 11.
    Rajkumar, R. et al.: Cyber-physical systems: the next computing revolution. In: Design Automation Conference, IEEE, pp. 731–736 (2010)Google Scholar
  12. 12.
    Madsen, E.S., Bilberg, A., Hansen, D.G.: Industry 4.0 and digitalization call for vocational skills, applied industrial engineering, and less for pure academics. In: Proceedings of the 5th P&OM World Conference, Production and Operations Management, P&OM (2016)Google Scholar
  13. 13.
    Zeyda, F., Ouy, J., Foster, S., Cavalcanti, A.: Formalising cosimulation models. In: Cerone, A., Roveri, M. (eds.) Software Engineering and Formal Methods. SEFM 2017. Lecture Notes in Computer Science, vol. 10729, pp. 453–468. Springer, Cham (2018)Google Scholar
  14. 14.
    Hackenberg, Georg: Test-driven conceptual design of cyber-physical manufacturing systems. Technische Universität München, Diss (2018)Google Scholar
  15. 15.
    Cai, P. et al.: Simulation-enabled vocational training for heavy crane operations. In: Simulation and Serious Games for Education, pp. 47–59. Springer, Singapore (2017)Google Scholar
  16. 16.
    Piccininni, A., Guglielmi, P., Lo Franco, A., Palumbo, G.: Stamping an AA5754 train window panel with high dent resistance using locally annealed blanks. J. Phys. Conf. Ser. 896(1) (2017)Google Scholar
  17. 17.
    Sutherland, J., Sutherland, J.J.: Scrum: El revolucionario método para trabajar el doble en la mitad de tiempo. Grupo Planeta Spain (2015)Google Scholar
  18. 18.
    Kreg, L.: Application of UML of 2.0 Templates Practical Guidance (Electronic Materials), pp. 736. Williams (2016)Google Scholar
  19. 19.
    Tamburri, D.A., Van den Heuvel, W.J., Lauwers, C. et al.: SICS Softw.-Inensiv. Cyber-Phys. Syst. 34, 163 (2019)Google Scholar
  20. 20.
    Mueller, W. et al.: Virtual prototyping of cyber-physical systems. In: 17th Asia and South Pacific Design Automation Conference. IEEE (2012)Google Scholar

Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  1. 1.Kazan National Research Technological UniversityKazanRussia
  2. 2.ZarnitzaKazanRussia

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