Thermodynamic analysis and performance optimization of irreversible Carnot refrigerator by using multi-objective evolutionary algorithms (MOEAs)

Renewable and Sustainable Energy Reviews

Volumn 51, Issue , 2015, Pages 1055-1070

  Ahmadi, Mohammad H ^a   Ahmadi, Mohammad Ali ^b   Sadatsakkak, Seyed Abbas ^c  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b PETROLEUM UNIVERSITY OF TECHNOLOGY   (Iran)

^c IMAM KHOMEINI INTERNATIONAL UNIVERSITY   (Iran)

Author keywords

Decision making; Ecological coefficient of performance; Exergetic performance criteria; Irreversibility; Optimization

Indexed keywords

ECOLOGY; EVOLUTIONARY ALGORITHMS; EXERGY; MULTIOBJECTIVE OPTIMIZATION; REFRIGERATION; REFRIGERATORS; THERMOANALYSIS;

DECISIONS MAKINGS; ECOLOGICAL COEFFICIENT OF PERFORMANCE; EXERGETIC PERFORMANCE; EXERGETIC PERFORMANCE CRITERIA; IRREVERSIBILITY; IRREVERSIBLE CARNOT REFRIGERATORS; MULTI-OBJECTIVE EVOLUTIONARY ALGORITHM; OPTIMISATIONS; PERFORMANCE CRITERION; THERMO DYNAMIC ANALYSIS;

DECISION MAKING;

EID: 84937828100     PISSN: 13640321     EISSN: 18790690     Source Type: Journal    
DOI: 10.1016/j.rser.2015.07.006     Document Type: Review

References (90)

1. F.L. Curzon, and B. Ahlborn Efficiency of a Carnot engine at maximum power-output Am J Phys 43 1975 22 24
2. I.I. Novikov The efficiency of atomic power stations J Nucl Energy 11 1958 25 28
3. F. Angulo-Brown An ecological optimization criterion for finite-time heat engines J Appl Phys 69 1991 7465 7469
4. Z. Yan Comment on ecological optimization criterion for finite-time heat-engines J Appl Phys 73 1993 3583
5. L. Chen, W. Zhang, and F. Sun Power, efficiency, entropy-generation rate, ecological optimization for a class of generalized irreversible universal heat-engine cycles Appl Energy 84 2007 512 525
6. L. Chen, J. Zhou, F. Sun, and C. Wu Ecological optimization for generalized irreversible Carnot engines Appl Energy 77 2004 327 338
7. Y. Huang, D. Sun, and Y. Kang Performance optimization for an irreversible four temperature-level absorption heat pump Int J Therm Sci 4 2008 7479 7485
8. Z. Yan, and G. Lin Ecological optimization criterion for an irreversible three-heat-source refrigerator Appl Energy 66 2000 213 224
9. C. Cheng, and C. Chen The ecological optimization of an irreversible Carnot heat-engine J Phys D: Appl Phys 30 1997 1602 1609
10. D. Xia, L. Chen, and F. Sun Universal ecological performance for endoreversible heat engine cycles Int J Ambient Energy 27 2001 15 20
11. W. Zhang, L. Chen, F. Sun, and C. Wu Exergy-based ecological optimal 220 performance for a universal endoreversible thermodynamic cycle Int J Ambient Energy 28 2007 51 56
12. L. Chen, X. Zhu, F. Sun, and C. Wu Exergy-based ecological optimization of linear phenomenological heat transfer law irreversible Carnot engines Appl Energy 83 2006 573 582
13. X. Zhu, L. Chen, F. Sun, and C. Wu The ecological optimization of a generalized irreversible Carnot 225 engine with a generalized heat-transfer law Int J Ambient Energy 24 2003 189 194
14. X. Zhu, L. Chen, F. Sun, and C. Wu Effect of heat transfer law on the ecological optimization of a generalized irreversible Carnot engine Open Syst Inf Dyn 12 2005 249 260
15. J. Li, L. Chen, and F. Sun Ecological performance of an endoreversible Carnot heat engine with complex heat transfer law Int J Sustain Energy 30 2011 55 64
16. J. Li, L. Chen, and F. Sun Ecological performance of a generalized irreversible Carnot heat engine with complex heat transfer law Int J Energy Environ 2 2011 57 70
17. Y. Tu, L. Chen, F. Sun, and C. Wu Exergy-based ecological optimization for an endoreversible Brayton refrigeration cycle Int J Exergy 3 2006 191 201
18. L. Chen, X. Zhu, F. Sun, and C. Wu Ecological optimization for generalized irreversible Carnot refrigerators J Phys D: Appl Phys 38 2005 113 118
19. L. Chen, X. Zhu, F. Sun, and C. Wu Exergy-based ecological optimization for a generalized irreversible Carnot heat-pump Appl Energy 84 2007 78 88
20. X. Zhu, L. Chen, F. Sun, and C. Wu Exergy based ecological optimization for a generalized irreversible Carnot refrigerator J Energy Inst 79 2006 42 46
21. L. Chen, X. Zhu, F. Sun, and C. Wu Ecological optimization of a generalized irreversible Carnot refrigerator for a generalized heat transfer law Int J Ambient Energy 28 2007 213 219
22. J. Li, L. Chen, F. Sun, and C. Wu Ecological performance of an endoreversible Carnot refrigerator with complex heat transfer law Int J Ambient Energy 32 2011 31 36
23. L. Chen, J. Li, and F. Sun Ecological optimization of a generalized irreversible Carnot refrigerator in case of Q∞ (Δ T n)m 245 Int J Sustain Energy 31 2012 59 72
24. S.K. Tyagi, S.C. Kaushik, and R. Salohtra Ecological optimization, parametric study of irreversible Stirling, Ericsson heat pumps J Phys D: Appl Phys 35 2002 2058 2065
25. X. Zhu, L. Chen, F. Sun, and C. Wu Effect of heat transfer law on the ecological 248 optimization of a generalized irreversible Carnot heat pump Int J Exergy 2 2005 423 436
26. X. Zhu, L. Chen, F. Sun, and C. Wu The ecological optimization of a generalized irreversible Carnot heat pump for a generalized heat transfer law J Energy Inst 78 2005 5 10
27. L. Chen, J. Li, F. Sun, and C. Wu Effect of a complex generalized heat transfer law on ecological performance of an endoreversible Carnot heat pump Int J Ambient Energy 30 2009 102 108
28. J. Li, L. Chen, and F. Sun Optimal ecological performance of a generalized irreversible Carnot heat pump with a generalized heat transfer law Termotech Therm Eng 13 2009 61 68
29. X. Liu, L. Chen, F. Wu, and F. Sun Ecological optimization of an irreversible harmonic oscillators Carnot heat engine Sci China Ser G: Phys Mech Astron 52 2009 1976 1988
30. W. Wang, L. Chen, F. Sun, and C. Wu Optimal heat conductance distribution, optimal intercooling pressure ratio for power optimization of an irreversible closed intercooled regenerated Brayton cycle J Energy Inst 79 2006 116 119
31. W. Wang, L. Chen, and F. Sun Ecological optimization of an irreversible ICR gas turbine cycle Int J Exergy 9 2011 66 79
32. S.K. Tyagi, S.C. Kaushik, and R. Salhotra Ecological optimization, performance study of irreversible Stirling, Ericsson heat engines J Phys D: Appl Phys 35 2002 2668 2675
33. X. Zhu, L. Chen, F. Sun, and C. Wu Exergy-based ecological optimization for a generalized Carnot refrigerator J Energy Inst 79 2006 42 46
34. C. Wu, L. Chen, and F. Sun Ecological optimization performance of an irreversible quantum SI engine powering with an ideal Fermi gas Open Syst Inf Dyn 13 2006 55 66
35. E. AcIkkalp Models for optimum thermo-ecological criteria of actual thermal cycles Therm Sci 17 2013 915 930
36. Y. Ust, B. Sahin, and O.S. Sogut Performance analysis, optimization of an irreversible dual-cycle based on an ecological coefficient of performance criterion Appl energy 82 2005 23 39
37. Y. Ust, and B. Sahin Performance optimization of irreversible refrigerators based on a new thermo-ecological criterion Int J Refrig 30 2007 527 534
38. Y. Ust, B. Sahin, A. Kodal, and I.H. Akcay Ecological coefficient 275 of performance analysis, optimization of an irreversible regenerative-Brayton heat engine Appl Energy 83 2006 558 572
39. S.S. Sogut, Y. Ust, and B. Sahin The effects of intercooling, regeneration on thermo-ecological performance analysis of an irreversible-closed Brayton heat engine with variable-temperature thermal reservoirs J Phys D: Appl Phys 39 2006 4713 4721
40. Y. Ust Effect of regeneration on the thermo-ecological performance analysis, optimization of irreversible air refrigerators Heat Mass Transf 46 2010 469 478
41. Y. Ust Performance analysis, optimization of irreversible air refrigeration cycles based on ecological coefficient of performance criterion Appl Therm Eng 29 2009 47 55
42. Y. Ust, O.S. Sogut, B. Sahin, and A. Durmayaz Ecological coefficient of performance ECOP optimization for an irreversible Brayton heat engine with variable-temperature thermal reservoirs J Energy Inst 79 2006 47 52
43. Y. Ust, B. Sahin, and A. Kodal Performance analysis of an irreversible Brayton heat engine based on ecological coefficient of performance criterion Int J Therm Sci 45 2006 94 101
44. Y. Ust, B. Sahin, and A. Kodal Ecological coefficient of performance ECOP optimization for generalized irreversible Carnot heat engines J Energy Inst 78 2005 145 151
45. Y. Ust, B. Sahin, and A. Safa Ecological performance analysis of an endoreversible regenerative Brayton heat-engine Appl Energy 80 2005 247 260
46. Y. Ust, A.V. Akkaya, and A. Safa Analysis of a vapour compression refrigeration system via exergetic performance coefficient criterion J Energy Inst 84 2011 66 72
47. A.V. Akkaya, B. Sahin, and H.H. Erdem An analysis of SOFC/GT CHP system based on exergetic performance criteria Int J Hydrogen Energy 10 2008 2566 2577
48. A.V. Akkaya, B. Sahin, and H.H. Erdem Exergetic performance coefficient analysis of a simple fuel cell system Int J Hydrogen Energy 17 2007 4600 4609
49. Y. Ust, B. Sahin, and A. Kodal Optimization of a dual cycle cogeneration system based on a new exergetic performance criterion Appl Energy 84 2007 1079 1091
50. Y. Ust, B. Sahin, and T. Yilmaz Optimization of a regenerative 303 gas-turbine cogeneration system based on a new exergetic performance criterion: exergetic performance coefficient EPC ProcInst Mech Eng Part A: J Power Energy 221 2007 447 456
51. B. Andresen, M.H. Rubin, and R.S. Berry Availability for finite-time processes. General theory and a model J Chem Phys 87 1983 2704 2713
52. V.A. Mironova, A.M. Tsirlin, V.A. Kazakov, and R.S. Berry Finite-time thermodynamics: exergy and optimization of time-constrained processes J Appl Phys 176 1994 629 636
53. S. Sieniutycz, and M.R.V. Spakovsky Finite time generalization of thermal exergy Energy Convers Manag 39 1997 1432 1447
54. S. Sieniutycz Generalized Carnot problem of maximum power in finite time via Hamilton-Jacobi-Bellman theory Energy Convers Manag 39 1998 1735 1743
55. S. Sieniutycz Carnot problem of maximum power from a finite resource interacting with environment in a finite time Physica A 264 1999 234 263
56. S. Sieniutycz Hamilton-Jacobi-Bellman theory of dissipative thermal availability Phys Rev E 56 1997 5051 5064
57. J. Li, L. Chen, and F. Sun Optimum work in real systems with a class of finite thermal capacity reservoirs Math Comput Model 49 2009 542 547
58. J. Li, L. Chen, and F. Sun Maximum work output of multistage continuous Carnot heat engine system with finite reservoirs of thermal capacity and radiation between heat source and working fluid Therm Sci 14 2010 1 9
59. J. Li, L. Chen, and F. Sun Extremal work of an endoreversible system with two finite thermal capacity reservoirs J Energy Inst 82 2009 53 56
60. S. Xia, L. Chen, and F. Sun Effects of mass transfer laws on finite-time exergy J Energy Inst 83 2010 210 216
61. S. Xia, L. Chen, and F. Sun Power-optimization of non-ideal energy converters under generalized convective heat transfer law via Hamilton - Jacobi-Bellman theory Energy 36 2011 633 646
62. S. Xia, L. Chen, and F. Sun Finite-time exergy with a generalized heat transfer law J Energy Inst 85 2012 70 77
63. E. AcIkkalp, and H. YamIk Limits and optimization of power input or output of actual thermal cycles Entropy 15 2013 3219 3248
64. Bingrui Geng, Lingling Li, Licheng Jiao, Maoguo Gong, Qing Cai, and Yue Wu NNIA-RS: a multi-objective optimization based recommender system Physica A 424 2015 383 397
65. O. Beatrice, J.R. Brian, and H. Franklin Multi-objective genetic algorithms for vehicle routing problem with time windows Appl Intell 24 2006 17 30
66. I. Blecic, A. Cecchini, and G. Trunfio A decision support tool coupling a causal model and a multi-objective genetic algorithm Appl Intell 26 2007 125 137
67. D.A.V. Veldhuizen, and G.B. Lamont Multi objective evolutionary algorithms analyzing the state-of-the-art Evol Comput 8 2 2000 125 147
68. A. Konak, D.W. Coit, and A.E. Smith Multi-objective optimization using genetic algorithms: a tutorial Reliabil Eng Syst Saf 91 2006 992 1007 pp 2006 992 1007
69. M.H. Ahmadi, H. Hosseinzade, H. Sayyaadi, A.H. Mohammadi, and F. Kimiaghalam Application of the multi-objective optimization method for designing a powered Stirling heat engine: design with maximized power, thermal efficiency and minimized pressure loss Renew Energy 60 2013 313 322
70. M.H. Ahmadi, H. Sayyaadi, A.H. Mohammadi, and Marco A. Barranco-Jimenez Thermo-economic multi-objective optimization of solar dish-stirling engine by implementing evolutionary algorithm Energy Convers Manage 73 2013 370 380
71. M.H. Ahmadi, H. Sayyaadi, S. Dehghani, and H. Hosseinzade Designing a solar powered stirling heat engine based on multiple criteria: maximized thermal efficiency and power Energy Convers Manage 75 2013 282 291
72. M.H. Ahmadi, S. Dehghani, A.H. Mohammadi, M. Feidt, and Marco A. Barranco-Jimenez Optimal design of a solar driven heat engine based on thermal and thermo-economic criteria Energy Convers Manage 75 2013 635 642
73. S.A. Sadatsakkak, M.H. Ahmadi, and M.A. Ahmadi Optimization performance and thermodynamic analysis of an irreversible nano scale Brayton cycle operating with Maxwell-Boltzmann gas Energy Convers Manage 101 2015 592 605
74. Ahmadi MH, Ahmadi MA. Thermodynamic analysis and optimisation of an irreversible radiative-type heat engine by using non-dominated sorting genetic algorithm. Int J Ambient Energy 2014. http://dx.doi.org/10.1080/01430750.2014.977498.
75. S. Toghyani, A. Kasaeian, and M.H. Ahmadi Multi-objective optimization of stirling engine using non-ideal adiabatic method Energy Convers Manage 80 2014 54 62
76. Sahraie, Hamed, Mohammad Reza Mirani, Mohammad Hossein Ahmadi, Milad Ashouri. Thermo-economic and thermodynamic analysis and optimization of a two-stage irreversible heat pump. Energy Convers Manage 2015;99:81-91.
77. M.H. Ahmadi, A.H. Mohammadi, and S. Dehghani Evaluation of the maximized power of a regenerative endoreversible stirling cycle using the thermodynamic analysis Energy Convers Manage 76 2013 561 570
78. Mohammad H. Ahmadi, Mohammad Ali Ahmadi, Amir H. Mohammadi, Michel Feidt, and Seyed Mohsen Pourkiaei Multi-objective optimization of an irreversible Stirling cryogenic refrigerator cycle Energy Convers Manage 82 2014 351 360
79. M.H. Ahmadi, M.A. Ahmadi, A.H. Mohammadi, M. Mehrpooya, and M. Feidt Thermodynamic optimization of Stirling heat pump based on multiple criteria Energy Convers Manage 80 2014 319 328
80. M.H. Ahmadi, A.H. Mohammadi, S. Dehghani, and Marco A. Barranco-Jimenez Multi-objective thermodynamic-based optimization of output power of solar dish-Stirling engine by implementing an evolutionary algorithm Energy Convers Manage 75 2013 438 445
81. M.H. Ahmadi, A.H. Mohammadi, and S.M. Pourkiaei Optimisation of the thermodynamic performance of the Stirling engine Int J Ambient Energy 2014 10.1080/01430750.2014.907211
82. Hoseyn Sayyaadi, Mohammad Hossein Ahmadi, and Saeed Dehghani Optimal design of a solar-driven heat engine based on thermal and ecological criteria J. Energy Eng. 2014 10.1061/(ASCE)EY.1943-7897.0000191, 04014012
83. M.H. Ahmadi, M.A. Ahmadi, and M. Feidt Thermodynamic analysis and evolutionary algorithm based on multi-objective optimization of performance for irreversible four-temperature-level refrigeration Mech Ind 16 2 2015
84. M.H. Ahmadi, M.A. Ahmadi, M. Mehrpooya, H. Hosseinzade, and M. Feidt Thermodynamic and thermoeconomic analysis and optimization of performance of irreversible four-temperature-level absorption refrigeration Energy Convers Manage 88 2014 1051 1059
85. M.H. Ahmadi, and M.A. Ahmadi Thermodynamic analysis and optimization of an irreversible Ericsson cryogenic refrigerator cycle Energy Convers Manage 89 2015 147 155
86. M.H. Ahmadi, M.A. Ahmadi, M. Mehrpooya, and M. Sameti Thermo-ecological analysis and optimization performance of an irreversible three-heat-source absorption heat pump Energy Convers Manage 90 2015 175 183
87. M.H. Ahmadi, M.A. Ahmadi, and M. Feidt Performance optimization of a solar-driven multi-step irreversible brayton cycle based on a multi-objective genetic algorithm Oil Gas Sci Technol - Rev IFP Energies Nouv 2014 10.2516/ogst/2014028
88. Emin AçIkkalp, and Necmettin Caner Determining performance of an irreversible nano scale dual cycle operating with Maxwell-Boltzmann gas Physica A 424 2015 342 349
89. T. Bck, D. Fogel, and Z. Michalewicz Handbook of evolutionary computation 1997 Oxford University Press
90. D.L. Olson Decision aids for selection problems 1996 Springer New York