• DocumentCode
    3011887
  • Title

    Thermal Unit Commitment using FLAC guided modified dynamic programming approach

  • Author

    Muralidharan, S. ; Kumar, V. Mathan ; Baalavignesh, A.

  • fYear
    2011
  • fDate
    15-17 Dec. 2011
  • Firstpage
    339
  • Lastpage
    345
  • Abstract
    This paper presents a modified form of Dynamic Programming for solving Unit Commitment problem which encompass pre-dispatch and economic dispatch sub problems. The predispatch sub problem in UC is solved by unit classification based on Full Load Average production Cost. Solution for second sub problem is obtained using the modified form of DP. Modified form of dynamic programming technique suggested by this paper provides the generation schedule of individual generators in an analytical form even for a large number of variables without the traditional Lagrangian form. 10-generator system is tested using this algorithm for 24-hour scheduling horizon and the test result is compared with various other techniques. The result analysis exhibit the superiority of the proposed method.
  • Keywords
    dynamic programming; power generation dispatch; power generation economics; thermal power stations; FLAC guided modified dynamic programming approach; economic dispatch subproblem; full load average production cost; predispatch subproblem; thermal unit commitment; unit classification; Artificial neural networks; Dynamic programming; Economics; Equations; Generators; Mathematical model; Production; Dynamic Programming(DP); Economic Dispatch(ED); Full Load Average Production Cost (FLAC); Unit Commitment(UC);
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Recent Advancements in Electrical, Electronics and Control Engineering (ICONRAEeCE), 2011 International Conference on
  • Conference_Location
    Sivakasi
  • Print_ISBN
    978-1-4577-2146-5
  • Type

    conf

  • DOI
    10.1109/ICONRAEeCE.2011.6129807
  • Filename
    6129807