Optimization and Computational Fluid Dynamics - Department of ...

Index 293
case, 32
configuration, 26–28, 36
design, 243, 246
individual, 26, 35, 37, 245
parameter, 27
solution, 221, 245
sorting, 246
Non-Uniform Rational Basic Splines, 219,
231–234, 247, 253, 255–258, 262, 263
Nondominated Sorting Genetic Algorithm,
245, 246
Nusselt number, 220, 225, 229–231, 234,
247–249, 253, 256–258, 261, 262
objective function, 5–9, 23, 25, 30, 41, 43,
62, 63, 74, 79, 80, 82, 83, 85, 87,
88, 90, 92–94, 96, 99–101, 103, 104,
150–154, 156, 159, 160, 164, 169, 170,
173, 175, 176, 178, 181, 188, 219–221,
236, 237, 239, 241, 243–245, 253, 256,
268, 279, 280, 282
offspring, 24, 26, 27, 35, 152, 154, 155, 201,
242, 245, 246
one-shot
approach, 143, 144
method, 81, 82, 111, 113, 142
optimization, 61, 67, 144
Pareto, 9, 10, 19, 25–27, 34–36, 51–53,
55, 159, 160, 218, 221, 222, 241–246,
249–254, 256, 258–261, 280, 284–286
partial differential equation, 40, 73, 80, 81,
84, 85, 135, 268
population, 18, 24–28, 33, 35, 152, 154,
155, 163, 200, 201, 203, 206, 242–245,
249, 250
number, 209
size, 154, 155
Prandtl number, 218, 222, 262
probability, 24–28, 34, 151, 152, 155, 169,
200, 206, 242, 243, 273
recombination, 200, 201, 221, 238, 243
recuperator
compact, 219
design, 219
gas turbine, 217, 222
gas-gas, 225
microturbine, 222, 230
module, 217, 227
Reynolds
number, 22, 28, 29, 32, 47, 48, 50, 51,
100, 169, 192, 193, 197, 208, 222, 224,
228, 256
stress-tensor, 49
Reynolds Stress Model, 198, 208
Reynolds-Averaged Navier-Stokes, 12, 19,
22, 23, 46, 197
roulette, 154
wheel, 26
method, 26, 35
process, 200
slot, 26
Runge-Kutta, 126, 142
selection, 18, 24, 26, 27, 151, 154, 200, 201,
238, 239, 242–245, 249
separation, 103, 169, 193
area, 193–195
bubble, 250
bulb, 193, 195
flow, 169, 192
region, 104, 105
zone, 163, 196, 214
Simplex, 6, 18, 24, 33, 41, 63, 253
simulated annealing, 63, 150–152, 214
Sobol, 35, 239, 250, 258
Spalart-Allmaras model, 81, 82, 99, 126
spline, 67, 115, 117
stiffness matrix, 139, 140
survival, 27, 200, 238
tournament
selection, 24, 154
size, 154
trade-off, 23, 26, 159, 221, 230, 247
trial and error, 47, 149, 236
turbine, 21, 149, 167, 181
blade, 147, 157, 158, 166, 168–170, 179,
188
gas, 217, 222
low pressure, 213
micro-, 222, 226, 230
micro-gas, 176
stage, 148
viscous
behavior, 224
dissipation, 223
drag, 194, 210, 211
flow, 79, 81, 82, 91, 104
flux, 90
inverse design, 92
loss, 79, 82, 91, 93, 99
Navier-Stokes equations, 268
stress, 90, 91
stress tensor, 199
vortex, 193, 195, 258, 260, 263