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Thermal System Optimization - A Population-Based Metaheuristic Approach
Vivek K. Patel, Vimal J. Savsani, Mohamed A. Tawhid
Verlag Springer-Verlag, 2019
ISBN 9783030104771 , 488 Seiten
Format PDF, OL
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Geräte
Preface
6
Contents
9
1 Introduction
15
Abstract
15
References
18
2 Metaheuristic Methods
20
Abstract
20
2.1 Genetic Algorithm (GA)
21
2.1.1 Reproduction
21
2.1.2 Crossover
22
2.1.3 Mutation
22
2.2 Particle Swarm Optimization (PSO) Algorithm
23
2.3 Differential Evolution (DE) Algorithm
25
2.4 Artificial Bee Colony (ABC) Algorithm
27
2.5 Cuckoo Search Algorithm (CSA)
29
2.6 Teaching–Learning-Based Optimization (TLBO) Algorithm
30
2.6.1 Teacher Phase
31
2.6.2 Learner Phase
31
2.7 Symbiotic Organism Search (SOS) Algorithm
32
2.7.1 Mutualism Phase
33
2.7.2 Commensalism Phase
33
2.7.3 Parasitism Phase
34
2.8 Water Wave Optimization (WWO) Algorithm
35
2.8.1 Propagation Operator
35
2.8.2 Refraction Operator
36
2.8.3 Breaking Operator
36
2.9 Heat Transfer Search (HTS) Algorithm
37
2.10 Passing Vehicle Search (PVS) Algorithm
40
2.11 Sine Cosine Algorithm (SCA)
42
2.12 Parameter Tuning of Algorithms
43
References
45
3 Thermal Design and Optimization of Heat Exchangers
46
Abstract
46
3.1 Shell and Tube Heat Exchanger (STHE)
46
3.1.1 Thermal Model
50
3.1.2 Case Study, Objective Function Description, and Constraints
58
3.1.3 Results and Discussion
60
3.2 Plate-Fin Heat Exchanger (PFHE)
62
3.2.1 Thermal Model
66
3.2.2 Case Study, Objective Function Description, and Constraints
70
3.2.3 Results and Discussion
72
3.3 Fin and Tube Heat Exchanger (FTHE)
75
3.3.1 Thermal Model
77
3.3.2 Case Study, Objective Function Description, and Constraints
81
3.3.3 Results and Discussion
83
3.4 Regenerative Heat Exchanger (Rotary Regenerator)
85
3.4.1 Thermal Model
87
3.4.2 Case Study, Objective Function Description, and Constraints
91
3.4.3 Results and Discussion
92
3.5 Plate Heat Exchanger (PHE)
95
3.5.1 Thermal Model
97
3.5.2 Case Study, Objective Function Description, and Constraints
102
3.5.3 Results and Discussion
103
References
105
4 Thermal Design and Optimization of Heat Engines and Heat Pumps
112
Abstract
112
4.1 Carnot Heat Engine
113
4.1.1 Thermal Model
116
4.1.2 Case Study, Objective Function Description, and Constraints
118
4.1.3 Results and Discussion
119
4.2 Rankine Heat Engine
121
4.2.1 Thermal Model
124
4.2.2 Case Study, Objective Function Description, and Constraints
127
4.2.3 Results and Discussion
128
4.3 Stirling Heat Engine
131
4.3.1 Thermal Model
133
4.3.2 Case Study, Objective Function Description, and Constraints
137
4.3.3 Results and Discussion
138
4.4 Brayton Heat Engine
141
4.4.1 Thermal Model
144
4.4.2 Case Study, Objective Function Description, and Constraints
148
4.4.3 Results and Discussion
149
4.5 Ericsson Heat Engine
152
4.5.1 Thermal Model
154
4.5.2 Case Study, Objective Function Description, and Constraints
157
4.5.3 Results and Discussion
158
4.6 Diesel Heat Engine
160
4.6.1 Thermal Model
163
4.6.2 Case Study, Objective Function Description, and Constraints
166
4.6.3 Results and Discussion
167
4.7 Radiative-Type Heat Engine
169
4.7.1 Thermal Model
171
4.7.2 Case Study, Objective Function Description, and Constraints
174
4.7.3 Results and Discussion
175
4.8 Stirling Heat Pump
177
4.8.1 Thermal Model
180
4.8.2 Case Study, Objective Function Description, and Constraints
183
4.8.3 Results and Discussion
184
4.9 Heat Pump Working on Reverse Brayton Cycle
187
4.9.1 Thermal Model
189
4.9.2 Case Study, Objective Function Description, and Constraints
192
4.9.3 Results and Discussion
193
4.10 Absorption Heat Pump
195
4.10.1 Thermal Model
198
4.10.2 Case Study, Objective Function Description, and Constraints
201
4.10.3 Results and Discussion
202
References
204
5 Thermal Design and Optimization of Refrigeration Systems
212
Abstract
212
5.1 Carnot Refrigerator
213
5.1.1 Thermal Model
216
5.1.2 Case Study, Objective Function Description, and Constraints
220
5.1.3 Results and Discussion
221
5.2 Single-Effect Vapor Absorption Refrigerator
223
5.2.1 Thermal Model
226
5.2.2 Case Study, Objective Function Description, and Constraints
229
5.2.3 Results and Discussion
230
5.3 Multi-temperature Vapor Absorption Refrigerator
232
5.3.1 Thermal Model
235
5.3.2 Case Study, Objective Function Description, and Constraints
239
5.3.3 Results and Discussion
240
5.4 Cascade Refrigerator
242
5.4.1 Thermal Model
246
5.4.2 Case Study, Objective Function Description, and Constraints
250
5.4.3 Results and Discussion
252
5.5 Ejector Refrigerator
254
5.5.1 Thermal Model
257
5.5.2 Case Study, Objective Function Description, and Constraints
262
5.5.3 Results and Discussion
263
5.6 Thermo-Electric Refrigerator
265
5.6.1 Thermal Model
267
5.6.2 Case Study, Objective Function Description, and Constraints
270
5.6.3 Results and Discussion
271
5.7 Stirling Cryogenic Refrigerator
274
5.7.1 Thermal Model
277
5.7.2 Case Study, Objective Function Description, and Constraints
280
5.7.3 Results and Discussion
281
5.8 Ericsson Cryogenic Refrigerator
283
5.8.1 Thermal Model
286
5.8.2 Case Study, Objective Function Description, and Constraints
290
5.8.3 Results and Discussion
291
References
293
6 Thermal Design and Optimization of Power Cycles
300
Abstract
300
6.1 Rankine Power Cycle
301
6.1.1 Thermal Model
304
6.1.2 Case Study, Objective Function Description, and Constraints
307
6.1.3 Results and Discussion
309
6.2 Brayton Power Cycle
312
6.2.1 Thermal Model
314
6.2.2 Case Study, Objective Function Description, and Constraints
318
6.2.3 Results and Discussion
319
6.3 Braysson Power Cycle
321
6.3.1 Thermal Model
323
6.3.2 Case Study, Objective Function Description, and Constraints
326
6.3.3 Results and Discussion
327
6.4 Kalina Power Cycle
329
6.4.1 Thermal Model
332
6.4.2 Case Study, Objective Function Description, and Constraints
335
6.4.3 Results and Discussion
336
6.5 Combined Brayton and Inverse Brayton Power Cycle
338
6.5.1 Thermal Model
340
6.5.2 Case Study, Objective Function Description, and Constraints
342
6.5.3 Results and Discussion
343
6.6 Atkinson Power Cycle Optimization
346
6.6.1 Thermal Model
348
6.6.2 Case Study, Objective Function Description, and Constraints
350
6.6.3 Results and Discussion
351
References
353
7 Thermal Design and Optimization of Few Miscellaneous Systems
358
Abstract
358
7.1 Cooling Tower
358
7.1.1 Thermal Model
361
7.1.2 Case Study, Objective Function Description, and Constraints
367
7.1.3 Results and Discussion
368
7.2 Heat Pipe
370
7.2.1 Thermal Model
373
7.2.2 Case Study, Objective Function Description, and Constraints
377
7.2.3 Results and Discussion
378
7.3 Micro-channel Heat Sink
381
7.3.1 Thermal Model
383
7.3.2 Case Study, Objective Function Description, and Constraints
387
7.3.3 Results and Discussion
388
7.4 Solar Air Heater
391
7.4.1 Thermal Model
393
7.4.2 Case Study, Objective Function Description, and Constraints
395
7.4.3 Results and Discussion
396
7.5 Solar Water Heater
398
7.5.1 Thermal Model
400
7.5.2 Case Study, Objective Function Description, and Constraints
403
7.5.3 Results and Discussion
404
7.6 Solar Chimney Power Plant
407
7.6.1 Thermal Model
409
7.6.2 Case Study, Objective Function Description, and Constraints
411
7.6.3 Results and Discussion
411
7.7 Turbojet Engine
413
7.7.1 Thermal Model
415
7.7.2 Case Study, Objective Function Description, and Constraints
416
7.7.3 Results and Discussion
417
References
420
MATLAB Code of Optimization Algorithms
427
Index
482
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