Modeling and optimization of R-717 and R-134a ice thermal energy storage air conditioning systems using NSGA-II and MOPSO algorithms

Applied Thermal Engineering

Volumn 96, Issue , 2016, Pages 217-227

  Hoseini Rahdar, Mohammad ^a   Heidari, Mohammad ^a   Ataei, Abtin ^a   Choi, Jun Ki ^b  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b UNIVERSITY OF DAYTON   (United States)

Author keywords

Exergy efficiency; ITES; MOPSO; Multi objective optimization; NSGA II; R 134a; R 717; Total cost rate

Indexed keywords

AIR CONDITIONING; ALGORITHMS; CARBON DIOXIDE; COSTS; DECISION MAKING; ELECTRIC ENERGY STORAGE; ENERGY STORAGE; EXERGY; GENETIC ALGORITHMS; HEAT STORAGE; OFFICE BUILDINGS; OPTIMIZATION; PARAMETER ESTIMATION; PARTICLE SWARM OPTIMIZATION (PSO); POLYOLS; REFRIGERANTS; REFRIGERATION; SCREENING; THERMAL ENERGY;

COST RATES; EXERGY EFFICIENCIES; ITES; MOPSO; NSGA-II; R-717;

MULTIOBJECTIVE OPTIMIZATION;

EID: 84950133277     PISSN: 13594311     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.applthermaleng.2015.11.068     Document Type: Article

References (35)

1. I. Dincer On thermal energy storage systems and applications in buildings Energy Build 34 4 2002 377 388
2. H.M. Getu, and P.K. Bansal Thermodynamic analysis of an R744-R717 cascade refrigeration system Int. J. Refrig 31 1 2008 45 54
3. H. Hajabdollahi Evaluation of cooling and thermal energy storage tanks in optimization of multi-generation system J. Energy Stor 4 2015 1 13
4. L.L. Wood, A.K. Miedema, and S.C. Cates Modeling the technical and economic potential of thermal energy storage systems using pseudo-data analysis Resour. Energy Econ 16 2 1994 123 145
5. A. Shirazi, B. Najafi, M. Aminyavari, F. Rinaldi, and R.A. Taylor Thermal-economic-environmental analysis and multi-objective optimization of an ice thermal energy storage system for gas turbine cycle inlet air cooling Energy 69 2014 212 226
6. B. Rismanchi, R. Saidur, H.H. Masjuki, and T.M.I. Mahlia Thermodynamic evaluation of utilizing different ice thermal energy storage systems for cooling application in office buildings in Malaysia Energy Build 53 2012 117 126
7. Y. Sun, S. Wang, F. Xiao, and D. Gao Peak load shifting control using different cold thermal energy storage facilities in commercial buildings: a review Energy Convers. Manag 71 2013 101 114
8. C.T. Wu, and Y.H. Tsai Design of an ice thermal energy storage system for a building of hospitality operation Int. J. Hosp. Manag 46 2015 46 54
9. 3 cascade refrigeration system Appl. Therm. Eng 65 2014 42 50
10. T.S. Lee, C.H. Liu, and T.W. Chen Thermodynamic analysis of optimal condensing temperature of cascade-condenser in CO 2/NH 3 cascade refrigeration systems Int. J. Refrig 29 7 2006 1100 1108
11. A. Shirazi, M. Aminyavari, B. Najafi, F. Rinaldi, and M. Razaghi Thermal-economic-environmental analysis and multi-objective optimization of an internal-reforming solid oxide fuel cell-gas turbine hybrid system Int. J. Hydrogen Energy 37 24 2012 19111 19124
12. W.D. Chvala Technology potential of thermal energy storage (TES) systems in federal facilities Energy Eng 99 5 2002 55 80
13. K. Blair Energy storage using ice-based cooling technology http://www.calmac.com/sarasota-county-school-district-achieves-20-mw 2014
14. R.M. Smith Chemical Process: Design and Integration 2005 John Wiley & Sons Chichester, UK
15. S. Sanaye, and A. Shirazi Thermo-economic optimization of an ice thermal energy storage system for air-conditioning applications Energy Build 60 2013 100 109
16. O. Rezayan, and A. Behbahaninia Thermoeconomic optimization and exergy analysis of CO 2/NH 3 cascade refrigeration systems Energy 36 2 2011 888 895
17. S. Jenkins Chemical engineering essentials for the CPI professional http://www.chemengonline.com/economic-indicators-cepci accessed 03.15
18. A. Bejan, G. Tsatsaronis, and M.J. Moran Thermal Design and Optimization 1996 John Wiley & Sons
19. J. Wang, Z.J. Zhai, Y. Jing, and C. Zhang Particle swarm optimization for redundant building cooling heating and power system Appl. Energy 87 12 2010 3668 3679
20. US Department of Energy Social cost of carbon for regulatory impact analysis under executive order 12866 http://www1.eere.energy.gov/buildings/appliance-standards/residential/pdfs/hvac-app-16.A-social-cost-carbon-2011-04-25.pdf 2012 accessed 12.12
21. J. Dossat Roy Principles of Refrigeration third ed. 1991 Prentice-Hall Inc. New Jersey
22. N. Srinivas, and K. Deb Multi-objective optimization using non-dominated sorting in genetic algorithms Evol. Comput 2 3 1994 221 248
23. K. Deb, A. Pratap, S. Agarwal, and T.A.M.T. Meyarivan A fast and elitist multi-objective genetic algorithm: NSGA-II IEEE Trans. Evol. Comput 6 2 2002 182 197
24. D.S. Huang, and G.W. Irwin Intelligent Computing in Signal Processing and Pattern Recognition 2006 Springer. New York City
25. M. Shahsavari, S.T. Akhavan Niaki, and A.A. Najafi An efficient genetic algorithm to maximize net present value of project pay under inflation and bonus-penalty policy in resource investment problem Adv. Eng. Softw 41 2010 1023 1030
26. J. Kennedy, and R. Eberhart Particle swarm optimization Proceedings of the IEEE International Conference on Neural Networks vol. 1-6 1995 1942 1948
27. C.A.C. Coello, D.A. Van Veldhuizen, and G.B. Lamont Evolutionary Algorithms for Solving Multi-Objective Problems vol. 242 2002 Kluwer Academic New York
28. I. Dincer, and M. Kanoglu Refrigeration Systems and Applications 2011 John Wiley & Sons. London
29. Islamic Republic of Iran Meteorological Organization Weather Information for Ahwaz http://www.irimo.ir/English/statistics/synopH/Ahwaz.txt 2015 accessed 28.06.12
30. Islamic Republic of Iran Energy Ministry Regulations for selling the electricity http://www.tariff.tavanir.org.ir 2015 accessed 28.06.12; in Persian language
31. C.M. Gottschalk Industrial Energy Conservation 1996 John Wiley & Sons
32. Central Bank of the Islamic Republic of Iran Interest rates http://www.cbi.ir/showitem/12570.aspx 2015 accessed 28.06.12; in Persian language
33. Z. Yue A method for group decision-making based on determining weights of decision makers using TOPSIS Appl. Math. Model 35 4 2011 1926 1936
34. H. Sayyaadi, and R. Mehrabipour Efficiency enhancement of a gas turbine cycle using an optimized tubular recuperative heat exchanger Energy 38 1 2012 362 375
35. H.S.G. Abdollahi Application of the multi-objective optimization and risk analysis for the sizing of a residential small-scale CCHP system Energy Build 60 2013 330 344