Skip to main navigation menu Skip to main content Skip to site footer

Articles

Vol. 11 (2024)

Application of The “Smart Manufacturing” System to Detect a Fire in an Industrial Premises

DOI
https://doi.org/10.31875/2409-9694.2024.11.13
Published
30.12.2024

Abstract

The article considers the issue of identifying patterns between the readings of various sensors to reduce the number of false alarms of the fire safety system in an industrial premises. The identified rules will be used in the “Smart Manufacturing” system being developed.

References

  1. B. Mostafa, "Monitoring internet of things networks", in 2019 IEEE 5th World Forum on Internet of Things (WF-IoT), 2019. https://doi.org/10.1109/WF-IoT.2019.8767203
  2. B. Sokolov, V. Ushakov, and V. Zakharov, "Optimal planning and scheduling of information processes during interaction among mobile objects", Int. J. Prod. Res., pp. 5905-5924, 2024. https://doi.org/10.1080/00207543.2024.2302388
  3. V. A. Ushakov, "Models and algorithms for controlling information processes in the moving objects interaction", Morskie intellektual'nye tehnologii, no. 3(57), pp. 235-247, 2022. https://doi.org/10.37220/MIT.2022.57.3.031
  4. V. A. Ushakov, "Development Simulink-model for Solving the Problem of Analysis and Synthesis of Nonlinear Automatic Control Systems", 2019 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF), St. Petersburg, Russia, 2019, pp. 1-6. https://doi.org/10.1109/WECONF.2019.8840635
  5. D. A. Novikov, Cybernetics. Cham: Springer International Publishing, 2016.
  6. RF Federal Law "Technical regulations on fire safety requirements" of July 22, 2008 N 123-FZ (as amended on December 25, 2023) (In Russ.). Available at: https://legalacts.ru/doc/FZ-Teh-reglament-o-trebovanijah-pozharnoj-bezopasnosti/ (accessed: 12.03.2024)
  7. Online-shop - TION, Datchiki dyma: tipy, printsipy raboty i naznachenie [Smoke sensors: types, operating principles and purpose] Available at: https://tion.ru/blog/datchiki-dyma/#vidy-datcikov-dyma (accessed: 12.03.2024)
  8. Online-shop - Alpatech. Available at: https://alpatech.ru/sistemy-ops/provodnye-ops/datchiki-pozharnye/lineynye/ipdl-d-ii-4r-izveschatel-lineynyy-poliservis/ (accessed: 12.03.2024)
  9. Online-shop - Alliexpress. Available at: https://aliexpress.ru/item/1005002957529524.html?sku_id=12000022957257688&spm=.search_results.0.264b19e6wMpCgc (accessed: 12.03.2024)
  10. Online-shop - Smart Elements. Available at: https://smartelements.ru/collection/datchiki-i-sensory/product/datchik-osveschennosti-2 (accessed: 12.03.2024)
  11. Online-shop - VOLTIQ. Available at: https://voltiq.ru/shop/ky-038-microphone-amplifier-module/ (accessed: 12.03.2024)
  12. Online-shop - 3 DIY shop. Available at: https://3d-diy.ru/wiki/arduino-datchiki/datchik-ugarnogo-gaza-mq7/ (accessed: 12.03.2024)
  13. P. R. Gunjal, S. R. Jondhale, J. Lloret Mauri, and K. Agrawal, Internet of things: Theory to practice. Boca Raton: CRC Press, 2024. https://doi.org/10.1201/9781003282945
  14. D. D. Savelyeva and T. M. Tatarnikova, "Internet of things traffic consumption control system", in 2022 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF), 2022. https://doi.org/10.1109/WECONF55058.2022.9803422
  15. M. Taneja, "A mobility analytics framework for Internet of Things", in 2015 International Conference on Green Computing and Internet of Things (ICGCIoT), 2015. https://doi.org/10.1109/ICGCIoT.2015.7380440
  16. E. D. Grigoreva and V. A. Ushakov, "Research of Fire Detection Speed in an Industrial Premises Using the "Smart Manufactiring "System Based on the Internet of Thing Technology", 2024 XXVII International Conference on Soft Computing and Measurements (SCM), Saint Petersburg, Russian Federation, 2024, pp. 364-367. https://doi.org/10.1109/SCM62608.2024.10554274
  17. Malyshev D.V. [Fire as a process: stages and necessary actions of personnel] Promyshlennaya i ekologicheskaya bezopasnost', okhrana truda, No. 8 (161), P. 52-55. (In Russ.). Available at: https://prominf.ru/article/pozhar-kak-process-stadii-i-neobhodimye-deystviya-personala (accessed: 12.03.2024)
  18. S. I. Marakkaparambil, R. Rameshkumar, M. P. Dinesh, A. Aslam, and M. S. Ansari, "FireNet-micro: Compact fire detection model with high recall", in Advances in Intelligent Systems and Computing, Cham: Springer Nature Switzerland, 2024, pp. 65-78. https://doi.org/10.1007/978-3-031-47508-5_6
  19. X. Zhou and C. Wang, "Research and implementation of forest fire detection algorithm improvement", Int. J. Adv. Netw. Monit. Controls, vol. 8, no. 4, pp. 90-102, 2023. https://doi.org/10.2478/ijanmc-2023-0080
  20. Society of Fire Protection Engineers, "Risk, fire risk, and fire risk assessment", in SFPE Guide to Fire Risk Assessment, Cham: Springer International Publishing, 2023, pp. 5-9. https://doi.org/10.1007/978-3-031-17700-2_2
  21. Society of Fire Protection Engineers, "Overview of the fire risk assessment process", in SFPE Guide to Fire Risk Assessment, Cham: Springer International Publishing, 2023, pp. 11-17. https://doi.org/10.1007/978-3-031-17700-2_3
  22. D. Vasilyev and I. Ozden, "Improvement of fire risk calculation method for linear part of main pipeline", in VII International conference "Safety problems of civil engineering critical infrastructures" (SPCECI2021), 2023. https://doi.org/10.1063/5.0125407
  23. P. Guo, "The application of Internet of Things technology in intelligent fire protection", Applied and Computational Engineering, vol. 47, no. 1, pp. 159-163, 2024. https://doi.org/10.54254/2755-2721/47/20241278
  24. T. Peng and W. Ke, "Urban fire emergency management based on big data intelligent processing system and Internet of Things", Optik (Stuttg.), vol. 273, no. 170433, p. 170433, 2023. https://doi.org/10.1016/j.ijleo.2022.170433