Оптимизация принятия структурно-компонентных проектных решений в САПР киберфизических систем
Работая с нашим сайтом, вы даете свое согласие на использование файлов cookie. Это необходимо для нормального функционирования сайта, показа целевой рекламы и анализа трафика. Статистика использования сайта отправляется в «Яндекс» и «Google»
Научный журнал Моделирование, оптимизация и информационные технологииThe scientific journal Modeling, Optimization and Information Technology
Online media
issn 2310-6018

Optimization of structural and component design decisions in CAD of cyberphysical systems

Lvovich I.Y.   idPreobrazhenskiy A.P. idLvovich Y.E.

UDC 681.3
DOI:

  • Abstract
  • List of references
  • About authors

The article presents the results of a study involving the formation of an optimization model and an interactive procedure for making structural and component decisions based on the principles of building an integrated CAD of cyberphysical systems (CFS). A description is given of the five main levels within which the CFS design process is implemented. Some approaches that were used by the authors during the design of the design elements of the CFS are considered. The description of how the optimization model of structural and component synthesis is formed is given. The main components of such an optimization model are given. The structural elements of the CFS are described on the basis of a set of formed sets. Three groups of indicators in the model are identified. The first group includes reliability and cost, which are calculated for the entire CFS as a whole. The second group includes the indicators calculated for some digital threads. The third group of indicators is related to the principle of covering the entire life cycle of the CFS from project to operation. An interactive procedure for making a structural and component design decision is presented. The generation of solution options is carried out in an automatic randomized search mode by replacing Boolean variables with random ones.

1. Park K.-J., Zheng R., Liu X. Cyber-physical Systems: Milestones and Research Challenges. Computer Communications. 2012;36(1):1–7. https://doi.org/10.1016/j.comcom.2012.09.006

2. Kupriyanovsky V., Namiot D., Sinyagov S. Cyber-physical systems as a base for digital economy. International Journal of Open Information Technologies. 2016;4(2):18–25. (In Russ.).

3. Gumerov E.A., Alekseeva T.V. Cyber-physical systems of the industrial Internet of things. Prikladnaya informatika = Journal of Applied Informatics. 2021;16(2):72–81. (In Russ.). https://doi.org/10.37791/2687-0649-2021-16-2-72-81

4. Lee J., Bagheri B., Kao H.-A. A Cyber-Physical Systems architecture for Industry 4.0 based manufacturing systems. Manufacturing Letters. 2015;3:18–23. https://doi.org/10.1016/j.mfglet.2014.12.001

5. Vatamanyuk I.V., Levonevskii D.K., Malov D.A., Yakovlev R.N., Savel'ev A.I. Modeli i sposoby vzaimodeistviya pol'zovatelya s kiberfizicheskim intellektual'nym prostranstvom. Saint Petersburg: Lan Publishing House; 2019. 176 p. (In Russ.).

6. Ronzhin A.L., Bizin M.M., Solenyi S.V. Matematicheskie modeli i sredstva mnogomodal'nogo vzaimodeistviya s robototekhnicheskimi i kiberfizicheskimi sistemami. Matematicheskie metody v tekhnike i tekhnologiyakh = Mathematical Methods in Technics and Technologies. 2016;(8):107–111. (In Russ.).

7. Glushchenko V.V. Kontseptual'nyi podkhod k proektirovaniyu SAPR kiberfizicheskikh sistem. Sovremennye nauchnye issledovaniya i innovatsii = Modern Scientific Researches and Innovations. 2022;(12). (In Russ.). URL: https://web.snauka.ru/issues/2022/12/99391

8. L'vovich Ya.E. Mnogoal'ternativnaya optimizatsiya: teoriya i prilozheniya. Voronezh: Izdatel'stvo «Kvarta»; 2006. 415 p. (In Russ.).

9. Mesarovic M., Takahara Ya. General Systems Theory: Mathematical Foundations. Moscow: Mir; 1978. 312 p. (In Russ.).

10. L'vovich I.Ya., L'vovich Ya.E., Frolov V.N. Informatsionnye tekhnologii modelirovaniya i optimizatsii. Kratkaya teoriya i prilozheniya. Voronezh: Voronezh Institute of High Technologies, PPC «Nauchnaya Kniga»; 2016. 444 p. (In Russ.).

11. L'vovich Ya.E., L'vovich I.Ya. Prinyatie reshenii v ekspertno-virtual'noi srede. Voronezh: PPC «Nauchnaya Kniga»; 2010. 139 p. (In Russ.).

12. Sobol' I.M. Chislennye metody Monte-Karlo. Moscow: Nauka; 1973. 312 p. (In Russ.).

Lvovich Igor Yakovlevich Yakovlevich
Doctor of Technical Sciences, Professor

eLibrary |

Voronezh Institute of High Technologies

Voronezh, Russia

Preobrazhenskiy Andrey Petrovich
Doctor of Technical Sciences, Professor

ORCID | eLibrary |

Voronezh Institute of High Technologies

Voronezh, Russia

Lvovich Yakov Evseevich
Doctor Of Technical Science, Professor
Email: office@vivt.ru

ORCID |

Voronezh Institute of High Technologies

Voronezh, Russia

Keywords: cyberphysical system, CAD, structural and component design, optimization, expert assessment

For citation: Lvovich I.Y. Preobrazhenskiy A.P. Lvovich Y.E. Optimization of structural and component design decisions in CAD of cyberphysical systems. Modeling, Optimization and Information Technology. 2024;12(2). Available from: https://moitvivt.ru/ru/journal/pdf?id=1538 DOI: (In Russ).

75

Full text in PDF

Received 27.03.2024

Revised 16.05.2024

Accepted 23.05.2024

Published 30.06.2024