Original Article
  • Lightweight Design of Carbon Fiber Composite Aspherical Mirror using Multi-Objective Particle Swarm Optimization

  • Hee-Chan Song*, Kyung Min Lee*, Seong-Bae Lee*, **, Byung-Chul Yoo**, Ji-Hyun Kang**, Heoung-Jae Chun*†

  • *Department of Mechanical Engineering, Yonsei University, Seoul, Korea
    **Mechanical System 1 team, Hanwha Systems, Yong-in, Korea

  • 다목적 입자 군집 최적화 알고리즘을 이용한 탄소 섬유 복합재 비구면 반사경의 경량 설계

  • 송희찬* · 이경민* · 이성배*, ** · 유병철** · 강지현** · 전흥재*†

  • 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. Liu, G., et al., “Topology and parametric optimization based lightweight design of a space reflective mirror,” Optical Engineering, Vol. 57, No. 7, 2018, pp. 075101-075101.
  •  
  • 2. Zhang, K., et al., “Design and fabrication technology of metal mirrors based on additive manufacturing: A review,” Applied Sciences, Vol. 11, No. 22, 2021, pp. 10630.
  •  
  • 3. Zhang, J., et al., “Design and manufacture of an off-axis aluminum mirror for visible-light imaging,” Current Optics and Photonics, Vol. 1, No. 4, 2017, pp. 364-371.
  •  
  • 4. Willis, P.B., and Coulter, D.R., “Durability and reliability of lightweight composite mirrors for space optical systems,” Qualityand Reliability for Optical Systems, Vol. 1993, 1993, pp. 127-136.
  •  
  • 5. Jungwirth, M.E.L., et al., “Actuation for carbon fiber reinforced polymer active optical mirrors,” 2012 IEEE Aerospace Conference, 2012, pp. 1-9.
  •  
  • 6. Zhao, H., et al., “Carbon-fiber-reinforced polymer variable-curvature mirror used for optical zoom imaging: prototype design and experimental demonstration,” Optical Engineering, Vol. 54, No.2, 2015, pp. 025103-025103.
  •  
  • 7. Wilcox, C.C., et al., “Closed-loop performance of an actuated deformable carbon fiber reinforced polymer mirror,” Micro-and Nanotechnology Sensors, Systems, and Applications IV, Vol. 8373, 2012, pp. 187-194.
  •  
  • 8. Jungwirth, M.E.L., et al., “Large-aperture active optical carbon fiber reinforced polymer mirror,” Micro-and Nanotechnology Sensors, Systems, and Applications V. Vol. 8725, 2013, pp. 208-218.
  •  
  • 9. Werner, M., “The spitzer space telescope,” Optical Engineering, Vol. 51, No. 1, 2012, pp. 011008-011008.
  •  
  • 10. Chen, Y., and Xie, J., “Manufacturing technology of lightweight mirror for space optics,” 6th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Advanced Optical Manufacturing Technologies, Vol. 8416, 2012, pp. 185-190.
  •  
  • 11. Cheng, Y., et al., “Optimized analysis of geometry parameters for honeycomb sandwich mirror,” Advances in Optical and Mechanical Technologies for Telescopes and Instrumentation, Vol. 9151, 2014, pp. 1154-1163.
  •  
  • 12. Wang, X., et al., “Design and manufacture of 1.3 meter large caliber light-weighted Space optical components,” International Conference on Space Optics—ICSO 2018, Vol. 11180, 2019, pp. 304-321.
  •  
  • 13. Liu, S., et al., “Topology optimization-based lightweight primary mirror design of a large-aperture space telescope,” Applied optics, Vol. 53, No. 35, 2014, pp. 8318-8325.
  •  
  • 14. Park, K.-S., Lee, J.H., and Youn, S.-K., “Lightweight mirror design method using topology optimization,” Optical Engineering, Vol. 44, No. 5, 2005, pp. 053002-053002.
  •  
  • 15. Golubev, E.S., et al., “Primary mirror panels of the Millimetron Space Observatory,” Advances in Optical and Mechanical Technologies for Telescopes and Instrumentation IV, Vol. 11451, 2020, pp. 135-147.
  •  
  • 16. Liu, X., et al., “Lightweight design of high volume SiC/Al composite mirror for remote camera,” Optik, Vol. 188, 2019, pp. 64-70.
  •  
  • 17. Zeng, C., Yu, X., and Guo, P., “Active deformation and engineering analysis of CFRP mirror of various lay-up sequences within quasi-isotropic laminates,” 7th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Advanced Optical Manufacturing Technologies, Vol. 9281, 2014, pp.159-165.
  •  
  • 18. Arao, Y., et al., “Analysis of thermal deformation on a honeycomb sandwich CFRP mirror,” Mechanics of Advanced Materials and Structures, Vol. 17, No. 5, 2010, pp. 328-334.
  •  
  • 19. Xu, L., et al., “Thermal stability analysis and experimental study of a new type of grid-reinforced carbon fiber mirror,” Applied Composite Materials, Vol. 26, 2019, pp. 469-478.
  •  
  • 20. Ding, J., et al., “The lightweight structure design of a CFRP mirror,” 8th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Advanced Optical Manufacturing Technologies, Vol. 9683, 2016, pp. 478-485.
  •  
  • 21. Mehta, P.K., “Flexural rigidity characteristics of light-weighted mirrors,” Structural Mechanics of Optical Systems II, Vol. 748. 1987, pp. 158-171.
  •  
  • 22. Gresty, J.L., “Optical shop testing,” Optica Acta: International Journal of Optics, Vol. 26, No. 7, 1979, pp. 836-836.
  •  
  • 23. Yeon, J.-H., Kang, G.-S., and Youn, H.-S., “Wave-front error reconstruction algorithm using moving least-squares approximation,” Korean Journal of Optics and Photonics, Vol. 17, No. 4, 2006, pp. 359-365.
  •  
  • 24. Lee, T.-H., and Kim, H.-S., “Mean-variance-validation technique for sequential kriging metamodels,” Transactions of the Korean Society of Mechanical Engineers A, Vol. 34, No. 5, 2010, pp. 541-547.
  •  
  • 25. Kvålseth, T.O., “Cautionary note about R2,” The American Statistician, Vol. 39, No. 4, 1985, pp. 279-285.
  •  
  • 26. Mirjalili, S., and Dong, J.S., Multi-objective optimization using artificial intelligence techniques. Springer, Cham, Switzerland, 2020.
  •  
  • 27. Habib, M., et al., “Multi-objective particle swarm optimization: theory, literature review, and application in feature selection for medical diagnosis,” Evolutionary Machine Learning Techniques: Algorithms and Applications, 2020, pp. 175-201.
  •  
  • 28. Gunantara, N., “A review of multi-objective optimization: Methods and its applications,” Cogent Engineering, Vol. 5, No. 1, 2018, pp. 1502242-1502242.
  •  

This Article

Correspondence to

  • Heoung-Jae Chun

  • Department of Mechanical Engineering, Yonsei University, Seoul, Korea

  • E-mail: hjchun@yonsei.ac.kr