Title :
Genetic operators setting for the operation planning of hydrothermal systems
Author :
Leite, Patricia Teixeira ; Carneiro, Adriano Alber de Franca Mendes ; De Carvalho, André Carlos De Leon Ferreira Ponce
Author_Institution :
Electr. Eng. Dept., Univ. de Sao Paulo, Sao Carlos, Brazil
Abstract :
This paper presents a study of genetic operators used in the operation planning of hydrothermal systems. Such investigation was necessary to define the influence and rate for each genetic operator on the resolution of this problem. In order to adjust genetic algorithms to the problem investigated several traditional genetic operators were adapted. The developed algorithm was applied in real hydrothermal systems, with plants belonging to the Brazilian Southeast system.
Keywords :
genetic algorithms; hydrothermal power systems; management; power system planning; Brazilian Southeast System; genetic algorithms; horizon planning; hydrothermal power systems; operation planning; optimization; Artificial intelligence; Biological cells; Genetic algorithms; Laboratories; Optimization methods; Power generation; Power system planning; Reservoirs; Rivers; Water resources;
Conference_Titel :
Neural Networks, 2002. SBRN 2002. Proceedings. VII Brazilian Symposium on
Print_ISBN :
0-7695-1709-9
DOI :
10.1109/SBRN.2002.1181453
