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
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