• 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