Two-level optimization of airframe structures using response surface approximation

Abstract.In this paper, a two-level optimization approach is developed for the preliminary and conceptual design of airframe structures. The preliminary design, involving a single objective multidisciplinary optimization, constitutes the lower level where ASTROS (Automated STRuctural Optimization System) is employed for multidisciplinary optimization. The conceptual design, which is carried out at the upper level, aims mainly at configuration design. The multiple objectives are incorporated as a single objective function by using the K-S function formulation. The objective function and constraints at the upper level are modelled through response surface approximation. During the upper level optimization process, the branch and bound method is applied for solving the problem with discrete design variables. The proposed strategy is demonstrated by the optimization of an Intermediate Complexity Wing (ICW) model.

[1]  L. Watson,et al.  Reasonable Design Space Approach to Response Surface Approximation , 1999 .

[2]  Srinivas Kodiyalam,et al.  Design of Experiments based response surface models for design optimization , 1998 .

[3]  George E. P. Box,et al.  Empirical Model‐Building and Response Surfaces , 1988 .

[4]  Sean Wakayama,et al.  A simple cost related objective function for MDO of transport aircraft , 1997 .

[5]  G. A. Gabriele,et al.  Multidisciplinary analysis and optimization of discrete problems using response surface methods , 1995, DAC 1995.

[6]  Douglas C. Montgomery,et al.  Response Surface Methodology: Process and Product Optimization Using Designed Experiments , 1995 .

[7]  Raphael T. Haftka,et al.  Response surface approximations for structural optimization , 1996 .

[8]  Harold Thomas Optimization of structures designed using nonlinear FEM analysis , 1996 .

[9]  Donald C. Stevens,et al.  An interactive model generator/preprocessor for the multidisciplinary optimization of aircraft , 1994 .

[10]  Xiaodong Luo,et al.  MIDAS for pre- and post-processing of ASTROS unsteady aerodynamic flutter models , 1996 .

[11]  G. Kreisselmeier,et al.  SYSTEMATIC CONTROL DESIGN BY OPTIMIZING A VECTOR PERFORMANCE INDEX , 1979 .

[12]  W. K. Rule,et al.  A Response Surface for Structural Optimization , 1997 .

[13]  Dimitri N. Mavris,et al.  Multi-Level, Partitioned Response Surfaces for Modeling Complex Systems , 1998 .

[14]  Rudy Yurkovich,et al.  The use of Taguchi techniques with the ASTROS code for optimum wing structural design , 1994 .