Zx. Wang et al., SENSITIVITY ANALYSIS AND OPTIMIZATION OF COUPLED THERMAL AND FLOW PROBLEMS WITH APPLICATIONS TO CONTRACTION DESIGN, International journal for numerical methods in fluids, 23(10), 1996, pp. 991-1020
The finite element method and the Newton-Raphson solution algorithm ar
e combined to solve the momentum, mass and energy conservation equatio
ns for coupled flow problems. Design sensitivities for a generalised r
esponse function with respect to design parameters which describe shap
e, material property and load data are evaluated via the direct differ
entiation method. The efficiently computed sensitivities are verified
by comparison with computationally intensive, finite difference sensit
ivity approximations. The design sensitivities are then used in a nume
rical optimization algorithm to minimize the pressure drop in flow thr
ough contractions. Both laminar and turbulent flows are considered. In
the turbulent flow problems the time-averaged momentum and mass conse
rvation equations are solved using a mixing length turbulence model.