DocumentCode
2503573
Title
A solution to unit commitment problem using hybrid ant system/priority list method
Author
Chusanapiputt, Songsak ; Nualhong, Dulyatat ; Jantarang, Sujate ; Phoomvuthisarn, Sukumvit
Author_Institution
Dept. of Electr. Power Eng., Mahanakorn Univ. of Technol., Bangkok
fYear
2008
fDate
1-3 Dec. 2008
Firstpage
1183
Lastpage
1188
Abstract
This paper presents a new method to solve unit commitment problem with operating constraints using a hybrid ant system/priority list method (HASP). The proposed methodology employs ant system in cooperating with the priority list method to find unit commitment solution as means of mutually combining the advantages of them in that a flexibility of the priority list method is reinforced, while AS algorithm can gain the benefit of using bias information for improving its performance during search process. The simulation results show that the proposed HASP is capable of obtaining satisfactory solution within reasonable computational time.
Keywords
power generation dispatch; power generation scheduling; probability; HASP; hybrid ant system; priority list method; probabilistic approach; search process; unit commitment; Control systems; Costs; Evolutionary computation; Fuels; Hybrid power systems; Power engineering; Power engineering and energy; Power generation; Power system simulation; Systems engineering and theory; Ant system; Evolutionary computation; Priority list method; Unit commitment;
fLanguage
English
Publisher
ieee
Conference_Titel
Power and Energy Conference, 2008. PECon 2008. IEEE 2nd International
Conference_Location
Johor Bahru
Print_ISBN
978-1-4244-2404-7
Electronic_ISBN
978-1-4244-2405-4
Type
conf
DOI
10.1109/PECON.2008.4762655
Filename
4762655
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