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
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;
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
DOI :
10.1109/PECON.2008.4762655