Multi-objective thermoeconomic optimisation for combined-cycle power plant using particle swarm optimisation and compared with two approaches: An application

International Journal of Exergy

Volumn 16, Issue 4, 2015, Pages 430-463

  Abdalisousan, Ashkan ^a   Fani, Maryam ^b   Farhanieh, Bijan ^c   Abbaspour, Majid ^c  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b SHAHID BEHESHTI UNIVERSITY   (Iran)

^c SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

Author keywords

Combined cycle power plant; Exergy cost; Exergy efficiency; Genetic algorithm; Particle swarm optimisation; Thermoeconomic optimisation

Indexed keywords

COMBINED CYCLE POWER PLANTS; COST BENEFIT ANALYSIS; EFFICIENCY; EXERGY; GENETIC ALGORITHMS; SENSITIVITY ANALYSIS;

COST OF PRODUCTIONS; DECISION VARIABLES; EXERGETIC EFFICIENCY; EXERGY COST; EXERGY EFFICIENCIES; OBJECTIVE FUNCTIONS; OPTIMISATIONS; PARTICLE SWARM OPTIMISATION;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 84928896238     PISSN: 17428297     EISSN: 17428300     Source Type: Journal    
DOI: 10.1504/IJEX.2015.069112     Document Type: Article

References (51)

1. Ahmadi, P. and Dincer, I. (2010) 'Exergoenvironmental analysis and optimization of a cogeneration plant system using multimodal genetic algorithm (MGA)', Energy, Vol. 35, pp.5161-5172.
2. Ahmadi, P. and Dincer, I. (2011) 'Thermodynamic analysis and thermoeconomic optimization of a dual pressure combined cycle power plant with a supplementary firing unit', Energy Conversion and Management, Vol. 52, pp.2296-2308.
3. Ahmadi, P. and Rosen, M. and Dincer, I. (2012) 'Multi-objective exergy-based optimization of a polygeneration energy system using an evolutionary algorithm', Energy, Vol. 46, pp.21-31.
4. Ahmadi, P., Dincer, I. and Rosen, M. (2011) 'Exergy, exergoeconomic and environmental analyses and evolutionary algorithm based multi-objective optimization of combined cycle power plants', Energy, Vol. 36, pp.5886-5898.
5. Amirabedin, E. and McIlveen-Wright, D. (2013) 'A feasibility study of co-firing biomass in the thermal power plant at soma in order to reduce emissions: An exergy approach', International Journal of Environmental Research, Vol.7, No. 1, pp.139-154.
6. Babaie, M., Sayyaadi, H. and Farmani, M. (2009) 'Multi-objective particle swarm optimization and fuzzy decision making in a benchmark cogeneration system', International Conference Information Engineering and Computer Science (ICIECS), IEEE, pp.1-4, DOI:10.1109/ICIECS.2009.5364781.
7. Baghernejad, A. and Yaghoubi, M. (2011) 'Multi-objective exergoeconomic optimization of an integrated solar combined cycle system using evolutionary algorithms', International Journal of Energy Research, Vol. 35, pp.601-615, DOI:10.1002/er.1715.
8. Baghernejad, A. and Yaghoubi, M. (2012) Exergoeconomic Analysis and Optimization of Solar Thermal Power Plants, http://www.intechopen.com/books/modeling-and-optimizationofrenewable-energy-systems/exergoeconomic-analysis-and-optimization-of-solar-thermalpower-plants.
9. Balli, O., Aras, H. and Hepbasli, A. (2008) 'Exergoeconomic analysis of a combined heat and power (CHP) system', International Journal of Energy Research, Vol. 32, pp.273-289.
10. Bejan, A., Tsatsaronis, G. and Moran, M. (1996) Thermal Design and Optimization, John Wiley & Sons, Inc., USA.
11. Cay, A., Tarakçioglu, I. and Hepbasli, A. (2011) 'A Comparative study on the exergoeconomic analysis of textile dryers using SPECO method', TEKSTIL ve KONFEKSIYON, Vol. 2, pp.125-131.
12. Cengel, Y. and Boles, M. (2006) Thermodynamics, An Engineering Approach, 5th ed., McGraw-Hill, Print in Singapore.
13. Cziesla, F., Tsatsaronis, G. and Gao, Z. (2006) 'Avoidable thermodynamic inefficiencies and costs in an externally fired combined cycle power plant', Energy, Vol. 31, pp.1472-1489.
14. Dincer, I. and Rosen, M. (2007) Exergy: Energy, Environment and Sustainable Development, Elsevier, p.335.
15. Fani, M., Farhanieh, B. and Mozafari, A. (2010b) 'Exergoeconomic optimization of black liquor gasification combined cycle using evolutionary and conventional iterative method', International Journal of Chemical Reactor Engineering, Vol. 8, No. 1, Article A83, DOI:10.2202/1542-6580.1894.
16. Fani, M., Mozafari, A. and Farhanieh, B. (2009) 'Co-ordination of process integration and exergoeconomic methodology for analysis and optimization of a pulp and paper mill', Scientia Iranica, Vol. 16, pp.301-312.
17. Fani, M., Mozafari, A. and Farhanieh, B. (2010a) 'Evolutionary algorithm for reversed iterative optimization method accuracy inspection applied for energetic and economic optimization of a pulp and paper mill', Accepted to be appeared in International Journal of Exergy (IJEX), Vol. 7, No. 3, pp.311-332.
18. Frangopoulos, C. (1994) 'Application of the thermoeconomic functional approach to the CGAM problem', Energy, Vol. 19, pp.323-342.
19. Frangopoulos, C. (2009) Exergy, Energy System Analysis and Optimization, EOLSS, Oxford, UK, p.128.
20. Ganjeh Kaviri, A., Nazri, M. and Lazim, T. (2012) 'Modeling and multi-objective exergy based optimization of a combined cycle power plant using a genetic algorithm', Energy Conversion and Management, Vol. 58, pp.94-103.
21. Ganjeh Kaviri, A., Nazri, M., Lazim, T. and Barzegaravval, H. (2013) 'Exergoenvironmental optimization of heat recovery steam generators in combined cycle power plant through energy and exergy analysis', Energy Conversion and Management, Vol. 67, pp.27-33.
22. Groniewsky, A. (2013) 'Exergoeconomic optimization of a thermal power plant using particle swarm optimization', Thermal Science, Vol. 17, No. 2, pp.509-524.
23. Gungor, A., Erbay, Z. and Hepbasli, A. (2011) 'Exergetic analysis and evaluation of a new application of gas engine heat pumps (GEHPs) for food drying processes', Applied Energy, Vol. 88, pp.882-891.
24. Hajabdollahi, F., Hajabdollahi, Z. and Hajabdollahi, H. (2012) 'Soft computing based multiobjective optimization of steam cycle power plant using NSGA-II and ANN', Applied Soft Computing, Vol. 12, pp.3648-3655.
25. I.Evers, G. (2009) An Automatic Regrouping Mechanism to Deal with Stagnation in Particle Swarm Optimization, MSc Thesis, University of Texas-Pan American, USA.
26. I.Evers, G. (2011) The No Free Lunch Theorem Does Not Apply to Continuous Optimization, International Conference On Swarm Intelligence, ICSI.
27. I.Evers, G. and Ben Ghalia, M. (2009) 'Regrouping particle swarm optimization: A new global optimization algorithm with improved performance consistency across benchmarks, International Conference on Systems, Man and Cybernetics, IEEE, San Antonio, Texas, USA, pp.3901-3908, DOI:10.1109/ICSMC.2009.5346625.
28. Khanmohammadi, Sh., Azimian, A. and Khanmohammadi, Sa. (2013) 'Exergy and exergoeconomic evaluation of Isfahan steam power plant', International Journal of Exergy (IJEX), Vol. 12, No. 2, pp.249-272.
29. Khorasani Nejad, E., Choopan, H. and Javadpour, M. (2012) 'Exergoeconomic multiobjective optimization of a cogeneration plant system using evolutionary algorithm', American Journal of Advanced Scientific Research, Vol. 1, No. 5, pp.222-231.
30. Khorasani Nejad, E., Hajabdollahi, F., Hajabdollahi, Z. and Hajabdollahi, H. (2013) 'Thermo-economic optimization of gas turbine power plant with details in intercooler', Heat Transfer - Asian Research, Vol. 42, No. 8, pp.704-723.
31. Kreith, F. (2000) The CRC Handbook of Thermal Engineering, CRC Press LLC, Boca Raton.
32. Lozano, M.A. and Valero, A. (1993) 'Theory of exergetic cost', Energy, Vol. 43, pp.939-960.
33. Mahadevan, K., Kannan, P. and Kannan, S. (2005) 'Particle swarm optimization for economic dispatch of generating units with valve-point loading', Journal of Energy & Environment, Vol. 4, pp.49-61.
34. Modesto, M. and Nebra, S.A. (2009) 'Exergoeconomic analysis of the power generation system using blast furnac and coke oven gas in a Brazilian steel mill', Applied Thermal Engineering, Vol. 29, pp.2127-2136.
35. Nafey, A., Fath, H. and Mabrouk, A. (2008) 'Thermoeconomic design of a multi-effect evaporation mechanical vapor compression (MEE-MVC) desalination processes, Desalination, Vol. 230, pp.1-15.
36. Paulus, D.M. and Tsatsaronis, G. (2006) 'Auxiliary equations for the determination of specific exergy revenues', Energy, Vol. 31, pp.3235-3247.
37. Poli, R. (2007) 'An analysis of publications on particle swarm optimization applications', The IEEE Xplore Database, Technical Report CSM-469, ISSN: 1744-8050, p.2.
38. Reche López, P., Jurado, F., Ruiz Reyes, N., García Galán, S. and Gómez, M. (2008) 'Particle swarm optimization for biomass-fuelled systems with technical constraints', Engineering Applications of Artificial Intelligence, Vol.21, pp.1389-1396.
39. Rosen, M. (2008) 'Exergy analysis of hydrogen production by thermochemical water decomposition using the Ispra Mark-10 Cycle', International Journal of Hydrogen Energy, Vol. 33, pp.6921-6933.
40. Sahoo, P.K. (2008) 'Exergoeconomic analysis and optimization of a cogeneration system using evolutionary programming', Applied Thermal Engineering, Vol. 28, pp.1580-1588.
41. Sayyaadi, H. (2009) 'Multi-objective approach in thermoenvironomic optimization of a benchmark cogeneration system', Applied Energy, Vol. 86, pp.867-879.
42. Shakib, E., Amid Pour, M. and Aghanajafi, C. (2012) 'Simulation and optimization of multi effect desalination coupled to a gas-turbine plant with HRSG consideration', Desalination, Vol. 285, pp.366-376.
43. Silva, G., Augusto, F. and Poppi, R. (2007) 'Simultaneous optimization by the neuro-genetic approach of a multiresidue method for determination of pesticides in Passiflora alata infuses using headspace solid phase micro extraction and gas chromatography', Journal of Chromatography A, Vo. 1138, pp.251-261.
44. Spakovsky, M.R. (1994) 'Application of engineering functional analysis and optimization of the CGAM problem', Energy, Vol. 19, pp.343-364.
45. Uhlenbruck, S. and Lucas, K. (2004) 'Exergoeconomically aided evolution strategy applied to a combined cycle power plant', International Journal of Thermal Sciences, Vol. 43, pp.289-296.
46. Valero, A., Lazano, M.A., Serra, L. and Torres, C. (1994) 'Application of exergetic cost theory to CGAM problem', Energy, Vol. 43, pp.365-381.
47. Valero, A., Serra, L. and Uch, J. (2006a) 'Fundamentals of exergy cost accounting and thermoeconomics part I. Theory, transactions of the ASME', Journal of Energy Resource Technology, Vol. 128, pp.1-8.
48. Valero, A., Serra, L. and Uche, J. (2006b) 'Fundamentals of Exergy cost accounting and thermoeconomics part II. Applications, transactions of the ASME', Journal of Energy Resource Technology, Vol. 128, pp.9-15.
49. Wang, L. and Singh, C. (2008a) 'Stochastic economic emission load dispatch through a modified particle swarm optimization algorithm', Electric Power Systems Research, Vol. 78, pp.1466-1476.
50. Wang, L. and Singh, C. (2008b) 'Stochastic combined heat and power dispatch based on multiobjective particle swarm optimization', Electrical Power and Energy Systems, Vol. 30, pp.226-234.
51. Yantovski, E. (2000) 'Exergonomics in education', Energy, Vol. 25, pp.1021-1031.