M. Kaufman et al., VARIABIE-COMPLEXITY RESPONSE-SURFACE APPROXIMATIONS FOR WING STRUCTURAL WEIGHT IN HSCT DESIGN, Computational mechanics, 18(2), 1996, pp. 112-126
A procedure for generating and using a polynomial approximation to win
g bending material weight of a High Speed Civil Transport (HSCT) is pr
esented, Response surface methodology is used to lit a quadratic polyn
omial to data gathered from a series of structural optimizations. Seve
ral techniques are employed in order to minimize the number of require
d structural optimizations and to maintain accuracy. First, another we
ight function based on statistical data is used to identify a suitable
model function for the response surface. In a similar manner, geometr
ic and loading parameters that are likely to appear in the response su
rface model are also identified. Next, simple analysis techniques are
used to find regions of the design space where reasonable HSCT designs
could occur. The use of intervening variables along with analysis of
variance reduce the number of polynomial terms in the response surface
model function, Structural optimization is then performed by the prog
ram GENESIS on a 28-node Intel Paragon. Finally, optimizations of the
HSCT are completed both with and without the response surface.