An engine exhaust manifold made of cast iron cracks during thermal sho
ck testing. The test process is simulated by finite element analysis.
The manifold is formulated as a linear heat transfer and thermoelastic
ity problem in a variational form. Analytical expressions for shape de
sign sensitivities of general three-dimensional problems are presented
, using the material derivative approach. A hybrid approach is describ
ed and used during the optimization process. This approach takes advan
tage of the direct and the adjoint variable methods and is the most ef
ficient in calculating the sensitivity of the structural responses. Af
ter the finite element model is verified by comparing the results with
those from testing, the engine exhaust manifold is optimized with res
pect to its geometry.