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Reduced-Order Thermal Digital Twin for Predictive Monitoring of Weapon Systems Cover

Reduced-Order Thermal Digital Twin for Predictive Monitoring of Weapon Systems

Open Access
|Jul 2026

References

  1. Akçay, M. & Yükselen, M.A. Unsteady thermal studies of gun barrels during the interior ballistic cycle with non-homogenous gun barrel material thermal characteristics. J. Therm. Sci. Technol. 2014. 75 – 81.
  2. Zielinski, M.; Koniorczyk, P.; Surma, Z.; Zmywaczyk, J.; Preiskorn, M. Numerical Study of Heat Transfer in a Gun Barrel Made of Selected Steels. Energies 2022. 15. 1868. https://doi.org/10.3390/en15051868.
  3. Mărmureanu, et al.: Experimental and computing methods to determine the external surface temperature of the small arms weapon systems barrel. Defence Science Journal. January 2024. 74 (1): 22-35.
  4. Ghanem, M., Abdelsalam, O., Guirgis, S. & Aboel Khair, M.S. Solution of heat transfer problem for thick walled automatic weapon barrel subjected to continuous firing. In Int. J. 17th International Conference on Aerospace Sciences & Aviation Technology, ASAT – 17. 2017.
  5. Akçay, M. & Yükselen, M.A. unsteady thermal studies of gun barrels during the interior ballistic cycle with non-homogenous gun barrel material thermal characteristics. J. Therm. Sci. Technol. 2014. 75 – 81.
  6. Ghanem, M. & Abdelsalam, O. Transient heat transfer for GPMG’s barrel 7.62x51mm. In IOP Conf. Series: Materials Science and Engineering 973 012032. May 30- June 3, 2021. doi: 10.1088/1757-899X/973/1/012032.
  7. Mohammad Sadegh Es-haghi, Cosmin Anitescu, Timon Rabczuk, Methods for enabling real-time analysis in digital twins: A literature review. Computers & Structures Volume 297. 1 July 2024. 107342.
  8. Evci1, C.; & Işık, h. Analysis of the effect of propellant temperature on interior ballistics problem. J. Therm. Eng, 2018, 4(8): 2127-2136.
  9. Ahmed et al, Multifidelity computing for coupling full and reduced order models, PLoS ONE 16(2): e0246092. https://doi.org/10.1371/journal.pone.0246092.
  10. WU, Dalin, et al. Exploring the application of digital twin technology in the field of artillery equipment protection. In: Journal of Physics: Conference Series. IOP Publishing. 2023. 012059.
  11. NAVARATNA, Wg Cdr Anand R. Digital transformation in joint war fighting‒a ‘digital twin’use case. Synergy. Journal of the Centre for Joint Warfare Studies. 2024. 280-296.
  12. GIBERNA, Marco, et al. On digital twins in defense: overview and applications. The Journal of Defense Modeling and Simulation. 2025. 15485129261441817.
  13. Zhang et al, Digital Twin-Enabled Predictive Thermal Modeling for Stator Temperature Monitoring in Induction Motors, Advanced Technologies for Motor Condition Monitoring, Electronics 2025. 14(14): 2814. https://doi.org/10.3390/electronics14142814.
DOI: https://doi.org/10.2478/kbo-2026-0073 | Journal eISSN: 2451-3113 (formerly 1843-6722) | Journal ISSN: 1843-6722
Language: English
Page range: 1 - 6
Published on: Jul 5, 2026
Published by: Nicolae Balcescu Land Forces Academy
In partnership with: Paradigm Publishing Services
Publication frequency: 3 issues per year

© 2026 Gabriel-Flavius Noja, Adrian Malciu, Cristian Predoi, Ghiță Bârsan, published by Nicolae Balcescu Land Forces Academy
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.