DocumentCode :
2374610
Title :
A fuzzy logic-based approach to verify the optimized parameters a gas turbine power plant by PSO algorithm
Author :
Alizadeh, Somayeh ; Khosravi, Abbas ; Khademi, Maryam
Author_Institution :
Dept. of Comput. Eng., Islamic Azad Univ. South Tehran Branch, Tehran, Iran
fYear :
2013
fDate :
27-29 Aug. 2013
Firstpage :
1
Lastpage :
6
Abstract :
Exergoeconomic and thermoeconomic analysis are among powerful and effective tools to find the best solutions between the two objective functions that can be used by energy engineers, minimizing economic cost and maximizing exergetic efficiency. In this research, operating parameters of a gas turbine power plant that produces 140 MW of electricity is optimized by using exergoeconomic principles and PSO algorithm. The comparison of results between the PSO algorithm and the base model shows very good improvements, i.e. the fuel mass flow rate by optimized parameters is 11.24% lower than the base case. Also the exergetic efficiency is 6.55% more than the base case. The verification by fuzzy logic shows that total matching PSO results and base case is 99.5%.
Keywords :
economics; fuzzy logic; gas turbine power stations; machine control; particle swarm optimisation; PSO algorithm; economic cost; exergetic efficiency; exergoeconomic analysis; fuzzy logic-based approach; gas turbine power plant; optimized parameters; particle swarm optimisation; thermoeconomic analysis; Exergoeconomic optimization; Exergy analysis; Fuzzy logic; Gas turbine; PSO algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems (IFSC), 2013 13th Iranian Conference on
Conference_Location :
Qazvin
Print_ISBN :
978-1-4799-1227-8
Type :
conf
DOI :
10.1109/IFSC.2013.6675626
Filename :
6675626
Link To Document :
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