신뢰성을 고려한 유연 날개 형상 최적 설계에 대한 연구

STUDY OF RELIABILITY BASED FLEXIBLE WING SHAPE DESIGN OPTIMIZATION

  • Published : 2006.03.01

Abstract

Reliability Based Design Optimization(RBDO) is one of the optimization methods that minimize the product failure due to small changes of operating conditions or process errors. It searches the optimum that satisfies the safety margin of each constraint, and it gives stable and reliable designs. However, RBDO requires many times oj computational efforts compared with the conventional deterministic optimization(DO) to evaluate the probability of failure about each constraint, therefore it is hard to apply directly to large-scaled problems such as a flexible wing shape design optimization. For the efficient reliability analysis, the approximate reliability analysis method with the two-point approximation(TPA) is proposed In this study, the lift-to-drag ratio maximization designs are performed with 3-dimensional Navier-Stokes analysis and NASTRAN structural analysis, and the optimization results about the deterministic, FORM and SORM are compared.

Keywords

References

  1. Rackwitz, R. and Fiessler, B., 1978, 'Structural reliability under combined random load sequences,' Computers & Structures, Vol.9, p.489-494 https://doi.org/10.1016/0045-7949(78)90046-9
  2. Kim, S. and Kwon, J., 2005, 'The Efficient Aerodynamic Design Optimization with Uncertainties,' CFD Journal, Vol.14-2, p.160-171
  3. 이재옥, 2001, '목표성능치 기법을 이용한 확률론적 구조 최적화,' 서울대학교 박사학위논문
  4. Kim, T. and Kwak, B., 1987, 'A Reliability-Based Optimal Design Using Advanced First Order Second Moment Method,' Mechanical Structures & Machines, Vol.15-4, p.523-542
  5. Kwak, B. and Lee, T., 1987, 'Sensitivity Analysis for Reliability-Based Optimization Using an AFOSM Method,' Computers & Structures, Vol.27-3, p.399-406
  6. 지홍규, 2003, '신뢰도 해석 방법에 대한 비교 연구와 확률 제한 조건에의 적용', 한국과학기술원 석사학위논문
  7. Zhao, Y.G. and Ono, T., 1999, 'New Approximations for SORM : Part 1,' Journal of Engineering Mechanics, Vol.125-1, p.79-85
  8. Zhao, Y.G. and Ono, T., 1999, 'New Approximations for SORM : Part 2,' Journal of Engineering Mechanics, Vol.125-1, p.86-93
  9. 박수형, 성춘호, 권장혁, 2001, '압축성 유동에 대한 다중 격자 DADI 기법의 수렴성 연구', 한국항공우주학회지, Vol.29-5, p.25-32
  10. Kim, Y.S., Park, S.H, Sung, C.H, and Kwon, J.H., 2003, 'Drag Prediction Workshop Results Using the Parallel Multigrid Solver KFLOW3D,' AlAA 2nd Drag Prediction Workshop, Orlando
  11. Batina, J., Robinson, B., and Yang, H., 1991, 'Aeroelastic Analysis of Wings Using the Euler Equations with a Deforming Mesh,' AlAA Paper 90-1032-CP
  12. Kim, C., Wang, S., and Choi, K.K., 2003, 'Parametric Study for Response Surface Modeling using MLSM and Sensitivity,' WCSM05, Venice, Italy
  13. 왕세명, 김좌일, 2003, '민감도와 MLSM을 이용한 효율적인 반응표변 모델 생성 대한기계학회, 호남지부 학술대회논문집,' p.29-34