DocumentCode :
506282
Title :
Power dispatch of hydrothermal coordination using evolutionary algorithm
Author :
Dai, Emre ; Türkay, Belgin Emre
Author_Institution :
Dept. of Electr. Eng., Istanbul Tech. Univ., Istanbul, Turkey
fYear :
2009
fDate :
5-8 Nov. 2009
Abstract :
This paper is dealing with the solution of the hydrothermal scheduling problem by using evolutionary algorithm. The aim of this study is to minimize the fuel cost and ramping cost of thermal units by utilizing both hydro and thermal units optimally. In evolutionary programming, new generations are produced from randomly generated initial vector by Gauss and Cauchy mutations and they compete with parent vectors and each other. Better individuals are selected for the next generation. The new generation process lasts until either reach to defined iteration number or a minimum function value or the point where developed solutions are no longer different.
Keywords :
Gaussian processes; evolutionary computation; hydrothermal power systems; power generation dispatch; power generation scheduling; Cauchy mutations; Gauss mutations; evolutionary algorithm; fuel cost minimisation; hydrothermal coordination; hydrothermal scheduling problem; iteration number; minimum function value; power dispatch; ramping cost minimisation; Constraint optimization; Cost function; Evolutionary computation; Fuels; Gaussian processes; Genetic mutations; Genetic programming; Power demand; Production; Water resources;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Electronics Engineering, 2009. ELECO 2009. International Conference on
Conference_Location :
Bursa
Print_ISBN :
978-1-4244-5106-7
Electronic_ISBN :
978-9944-89-818-8
Type :
conf
Filename :
5355252
Link To Document :
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