• DocumentCode
    2321514
  • Title

    A new multilayer controllable colored Petri net model applying to unit commitment problem

  • Author

    Yu, Jing ; Zhou, Jian-zhong ; Bin Hua ; Liao, Rong-Tao ; Yu, Wei

  • Author_Institution
    Sch. of Hydropower & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
  • Volume
    1
  • fYear
    2004
  • fDate
    26-29 Aug. 2004
  • Firstpage
    593
  • Abstract
    We present a new multilayer controllable colored Petri net (MCCP) architecture applied in unit commitment (UC) problem, which comprises three layers: physical, communication and supervisory layer. Each layer contains one or more sub controllable colored Petri nets (CCPs). Physical layer represents transition of states in a generation unit, which is helpful to solve the complex constraints in UC. Supervisory layer is designed for the purpose to evaluate different possible control policies, to choose the optimal one and then to get the final optimal generation schedule. Communication layer, a construction between physical and communication layers, is programmed to help physical layer and supervisory layer to communicate with each other. After modeling and analyzing, we find that this new MCCP not only can help us clearly program the algorithm without making trivial calculation errors, but also improve the calculation efficiency to a certain extend.
  • Keywords
    Petri nets; power generation control; power generation scheduling; communication layer; generation unit; multilayer controllable colored Petri net; optimal generation schedule; physical layer; supervisory layer; unit commitment problem; Industrial power systems; Job shop scheduling; Nonhomogeneous media; Optimal control; Petri nets; Physical layer; Power generation; Power system control; Power system modeling; Power systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
  • Print_ISBN
    0-7803-8403-2
  • Type

    conf

  • DOI
    10.1109/ICMLC.2004.1380761
  • Filename
    1380761