DOI QR코드

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근사 모델과 NSGA-II를 이용한 진공청소기 손잡이 근사최적설계

Optimization of Vacuum Cleaner Handle Using Approximate Model and NSGA-II

  • Yun, Minro (Department of Mechanical Engineering, Graduate School of Yonsei University) ;
  • Lee, Jongsoo (School of Mechanical Engineering, Yonsei University)
  • 투고 : 2016.08.16
  • 심사 : 2017.01.09
  • 발행 : 2017.02.15

초록

The major parts of a vacuum cleaner are molded. The vacuum cleaner works in multi-load conditions. Therefore, the designer needs to optimize the structure and injection molding conditions simultaneously. Here, the main factor of design is the rib shape and thickness. The greater the rib thickness, the greater the stiffness of the structure. However, it causes an increase in weight. On the other hand, the lower the rib thickness, the greater the increase in the injection pressure. However, the weight will be reduced. Therefore, the designer needs to optimize the rib shape and thickness for structure stiffness and injection molding. In order to solve this problem, we propose an optimization method using D.O.E and a response surface model, which is a multi-objective optimization method using the multi-objective genetic algorithm.

키워드

참고문헌

  1. Deb, K., Pratap, A., Agarwal, S., Meyarivan, T., 2002, A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II, Evolutionary Computation, 6:2 182-197. https://doi.org/10.1109/4235.996017
  2. Park, C. H., Pyo, B. G., Koo, M. S., Choi, D. H., 2009, Design Optimization of Injection Molding Parts for Minimizing Injection Pressure and Preventing Weldlines, KSAE, 19:1 66-72.
  3. Park, J. C., Kim, K. H., Kim, K. M., Koo, B. H., 2008, Injection-Molded Parts By Optimal Design of U-type Ribs, KSMPE, 7:1 53-61.
  4. Hong, G. J., Jeon, G. G., Jo, Y. S., Choe, D. H., Lee, S. J., 2000, A Study on the Construction of Response Surface for Design Optimization, KSME, 24:6 1408-1418.
  5. Park, S. H., 2003, Modern Design of Experiments, Minyongsa, Korea.