• 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