Original Article
  • Quantum Annealing-Based Stacking Sequence Optimization and Impact Performance Evaluation of Natural Hybrid Composites

  • S. Cho*, Cheol Min Shin**, Hyun Woo Kim**, Sang Deok Kim**, Chung Woo Park**, Seong S. Cheon*†

  • * Department of Mechanical Engineering, Graduated School, Kongju National University
    ** Kwangsung Corporation LTD

  • 양자 어닐링 기반 적층 순서 최적화 및 천연 하이브리드 복합재의 충격 성능 평가

  • 조성욱* · 신철민** · 김현우** · 김상덕** · 박충우** · 전성식*†

  • This article is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.


References
  • 1. Ahmad, F., Choi, H.S., and Park, M.K., “A review: Natural fiber composites selection in view of mechanical, light weight, and economic properties,” Macromolecular Materials and Engineering, Vol. 300, No. 1, 2015, pp. 10–24.
  •  
  • 2. Oh, E., Zuniga, M.M.G., and Suhr, J., “Trends and Perspective for Eco-friendly Composites for Next-generation Automobiles,” Composites Research, Vol. 37, No. 2, 2024, pp. 115–125.
  •  
  • 3. Lee, D.W., Li, M., and Song, J.I., “Study on the Improvement of Flame Retardancy of Bamboo Fiber Using Eco-Friendly Liquid Flame Retardant,” Composites Research, Vol. 35, No. 6, 2022, pp. 456–462.
  •  
  • 4. Venkatarajan, S., and Athijayamani, A., “An overview on natural cellulose fiber reinforced polymer composites,” Mater Today Proc., Vol. 37, No. 2, 2020, pp. 3620–3624.
  •  
  • 5. Nurihan, O., Hisham, M.R.M., Rasid, Z.A., and Hassan, M.Z., “The elastic properties of unidirectional bamboo fibre reinforced epoxy composites,” Journal of Recent Technology and Engineering, Vol. 8, No. 3, 2019, pp. 7187–7193.
  •  
  • 6. Shin, H., Lee, J., Moon, S., and Lee, J., :Structural Test Analysis Study for Manufacturing of Flax Fiber Composite Blades for 30kW Wind Turbines,” Composites Research, Vol. 36, No. 1, 2023, pp. 32–36.
  •  
  • 7. Azim, A.Y.M.A., Alimuzzaman, S., and Sarker, F., “Optimizing the Fabric Architecture and Effect of I-Radiation on the Mechanical Properties of Jute Fiber Reinforced Polyester Composites,” ACS Omega, Vol. 7, No. 12, 2022, pp. 10127–10136.
  •  
  • 8. Gnaba, I., Wang, P., Soulat, D., Omrani, F., Ferreira, M., and Vroman, P., “Investigation about the effect of manufacturing parameters on the mechanical behaviour of natural fibre nonwovens reinforced thermoplastic composites,” Materials (Basel), Vol. 12, No. 16, 2019, 2560.
  •  
  • 9. Ghani, U.M., Siddique, A., Abraha, G.K., Yao, L., Li, W., Khan, M.Q., and Kim, I.S., “Performance Evaluation of Jute/Glass-Fiber-Reinforced Different Layering Configurations,” Materials (Basel), Vol. 15, No. 3–4, 2022, 1055.
  •  
  • 10. Oliveira, M., Neves, V., and Banea, M.D., “Mechanical and Thermal Characterization of Bamboo and Interlaminar Hybrid Bamboo/Synthetic Fibre-Reinforced Epoxy Composites,” Materials (Basel), Vol. 17, No. 8, 2024, 1777.
  •  
  • 11. Yang, K., Wu, S., Guan, J., Shao, Z., and Ritchie, R.O., “Enhancing the Mechanical Toughness of Epoxy-Resin Composites Using Natural Silk Reinforcements,” Scientific Reports, Vol. 7, No. 1, 2017, 11939.
  •  
  • 12. Singh, Y., Singh, J., Sharma, S., Lam, T.D., and Nguyen, D.N., “Fabrication and characterization of coir/carbon-fiber reinforced epoxy based hybrid composite for helmet shells and sports-good applications: influence of fiber surface modifications on the mechanical, thermal and morphological properties,” Journal of Materials Research and Technology, Vol. 9, No. 6, 2020, pp. 15593–15603.
  •  
  • 13. Zhao, R.-X., Qahan: A Quantum Annealing Hard Attention Network, 2024.
  •  
  • 14. Adachi, S.H., and Henderson, M.P., “Application of Quantum Annealing to Training of Deep Neural Networks,” Proc Sci. 2015, 30-July-20(Cd):1–18.
  •  
  • 15. Boyda, E., Basu, S., Ganguly, S., Michaelis, A., Mukhopadhyay, S., and Nemani, R.R., “Deploying a quantum annealing processor to detect tree cover in aerial imagery of California,” PLoS One, Vol. 12, No. 2, 2017, pp. 1–22.
  •  
  • 16. López-Alba, E., Schmeer, S., and Díaz, F., “Energy absorption capacity in natural fiber reinforcement composites structures,” Materials (Basel), Vol. 11, No. 3, 2018, 418.
  •  
  • 17. Saleem, A., Medina, L., Skrifvars, M., and Berglin, L., “Hybrid Polymer Composites of Bio-Based Bast Fibers with Glass, Carbon and Basalt Fibers for Automotive Applications—A Review,” Molecules, Vol. 25, No. 21, 2020.
  •  
  • 18. Prabhudass, J.M., Palanikumar, K., Natarajan E., and Markandan, K., Enhanced Thermal Stability, Mechanical Properties and Structural Integrity of MWCNT Filled Bamboo/Kenaf Hybrid Polymer Nanocomposites,” Materials (Basel), Vol. 15, No. 2, 2022, 506.
  •  
  • 19. Wang, X., Wang, L., Ji, W., Hao, Q., Zhang, G., and Meng, Q., “Characterization of KH-560-modified jute fabric/epoxy laminated composites: Surface structure, and thermal and mechanical properties,” Polymers (Basel), Vol. 11, No. 5, 2019, 769.
  •  
  • 20. Alajmi, A.E., Alotaibi, J.G., Yousif, B.F., andd Nirmal, U., “Tribological studies of bamboo fibre reinforced epoxy composites using a bod technique,” Polymers (Basel), Vol. 13, No. 15, 2021, 2444.
  •  
  • 21. Gargol, M., Klepka, T., Klapiszewski Ł., and Podkościelna, B., “Synthesis and thermo-mechanical study of epoxy resin-based composites with waste fibers of hemp as an eco-friendly filler,” Polymers (Basel), Vol. 13, No. 4, 2021, 503.
  •  
  • 22. Dal Pont, B., Gigante, V., Panariello, L., Canesi, I., Aliotta, L., and Lazzeri, A., “Investigation of Novel Flax Fiber/Epoxy Composites with Increased Biobased Content,” Polymers (Basel), Vol. 15, No. 19, 2023, 4030.
  •  
  • 23. Thomason, J.L., “Why are natural fibres failing to deliver on composite performance?,” 17th Int Conf Compos Mater. 2009.
  •  
  • 24. Mariselvam, V., and Logesh, M., “Analytical analysis on material properties of Kenaf fiber composite,” International Journal of Applied Engineering Research, Vol. 10, No. 50, 2015, 617–620.
  •  
  • 25. Hexcel Composites. Product data HexPly 8552. Hexcel. 2000, Vol. 1, No. 1, 1–6.
  •  
  • 26. Anastasiou, D.E., “The exponential model versus a modified Chamis model and applications to sustainable particulate composites,” Journal of Applied Polymer Science, Vol. 140, No. 27, 2023, e54014.
  •  
  • 27. Marshall, I.H., “Axiomatic Design and Fabrication of Composite Structures: Applications in Robots, Machine Tools, and Automobiles (Oxford Series on Advanced Manufacturing),” Ind. Robot An Int. J., Vol. 33, No. 2, 2006.
  •  
  • 28. Hauke, P., Katzgraber, H.G., Lechner, W., Nishimori, H., and Oliver, W.D., “Perspectives of quantum annealing: Methods and implementations,” Reports on Progress in Physics, Vol. 83, 2020, 054401.
  •  
  • 29. Albash, T., and Lidar, D.A., “Adiabatic quantum computation,” Reviews of Modern Physics, 2018, Vol. 90, No. 1, 15002.
  •  
  • 30. Seifoori, S., Parrany, A.M., and Mirzarahmani, S., “Impact damage detection in CFRP and GFRP curved composite laminates subjected to low-velocity impacts,” Composite Structures, 2021, Vol. 261, 2020, 113278.
  •  
  • 31. Zhu, X., Xiong, C., Yin, J., Zhou, H., Deng, H., and Zou, Y., “Bending responses of CFRP thin-walled tubes with different sectional shapes : Experimental, analytical and numerical investigation,” Composite Structures, Vol. 304, No. 1, 2023, 116374.
  •  
  • 32. D-Wave Ocean Documentation, https://docs.dwavequantum. com/en/latest/index.html, 2025.
  •  
  • 33. Astm-D6110-10. Standard Test Method for Determining the Charpy Impact Resistance of Notched Specimens of Plastics. Astm. 2010, 17.
  •  

This Article

Correspondence to

  • Seong S. Cheon

  • Department of Mechanical Engineering, Graduated School, Kongju National University

  • E-mail: sscheon@kongju.ac.kr