DocumentCode :
2273791
Title :
Comparison of different variants of Differential Evolution applied to short-term economic generation scheduling of hydrothermal systems
Author :
Mandal, Kamal Krishna ; Haldar, Vivekananda ; Chakraborty, Niladri
Author_Institution :
Dept. of Power Eng., Jadavpur Univ., Kolkata, India
fYear :
2010
fDate :
27-29 Oct. 2010
Firstpage :
836
Lastpage :
841
Abstract :
A few variants of Differential Evolution (DE) technique have been implemented on short-term economic generation scheduling of hydrothermal systems. The performance of these variants of DE is demonstrated on a test system comprising of hydro and thermal units. A multi-reservoir cascaded hydrothermal system with non-linear relationship between water discharge rate, power generation and net head is taken into account for system consideration. Several equality and non-equality constraints on thermal units as well as hydro units are included in the problem formulation. The performances of five most popular variants of DE are explored in this paper. The results obtained by different variants of DE technique are compared with other evolutionary methods. It is seen that all the considered variants of DE are capable of producing encouraging solutions where some are observed to perform better than the others in terms of cost or computation time.
Keywords :
evolutionary computation; hydrothermal power systems; power generation economics; power generation scheduling; DE technique; differential evolution technique; hydro units; hydrothermal systems; power generation; short-term economic generation scheduling; thermal units; water discharge rate; Cascaded reservoirs; Genetic Algorithm; Hydrothermal Systems; Variants of Differential Evolution (DE);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
IPEC, 2010 Conference Proceedings
Conference_Location :
Singapore
ISSN :
1947-1262
Print_ISBN :
978-1-4244-7399-1
Type :
conf
DOI :
10.1109/IPECON.2010.5697082
Filename :
5697082
Link To Document :
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