S. Kok et al., THERMAL OPTIMIZATION IN TRANSIENT THERMOELASTICITY USING RESPONSE-SURFACE APPROXIMATIONS, International journal for numerical methods in engineering, 43(1), 1998, pp. 1-21
Response surface methodology is used to construct approximations to te
mperature and stress in transient thermoelastic analysis of non-linear
systems. The analysis forms the core component of a heating/cooling r
ate maximization problem in which, the ordinates of the ambient temper
ature at equally spaced time intervals are chosen as the design variab
les. Polynomials or cubic splines are fitted through the ordinates to
describe the ambient temperature profile required for the convective h
eat transfer analysis. An experimental design method based on D-optima
lity and a genetic algorithm was used to select the design points used
to create the approximations. Linear response surfaces were found to
be sufficiently accurate, thereby minimizing the number of finite elem
ent analyses. Two examples of which one is a thick-walled pressure ves
sel are used to illustrate the methodology. (C) 1998 John Wiley & Sons
, Ltd.