• DocumentCode
    164271
  • Title

    A Replicator Dynamics method for the Unit Commitment problem

  • Author

    Khan, Sharifullah ; Bosetti, Hadrien ; Palensky, Peter ; Gawlik, Wolfgang

  • Author_Institution
    Energy Dept., Austrian Inst. of Technol., Vienna, Austria
  • fYear
    2014
  • fDate
    14-14 April 2014
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    A short-term Unit Commitment problem in power systems requires methods that are simple, stable and reconfigurable. A Replicator Dynamics based algorithm can be a good candidate in this regard. In this paper, this method is extended to model the unit specific constraints on the fitness function directly and precisely such that the method retains the optimality of the solution. Furthermore, the results are validated by comparison with Newtons Approach for optimal dispatch. The simulation results verify the methodology and implicate the possibility of extending it to complex and coupled constraints.
  • Keywords
    power generation dispatch; power generation scheduling; complex constraints; coupled constraints; fitness function; optimal dispatch; power systems; replicator dynamics method; short-term unit commitment problem; unit specific constraints; Convergence; Cost function; Heuristic algorithms; Power system dynamics; Sociology; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modeling and Simulation of Cyber-Physical Energy Systems (MSCPES), 2014 Workshop on
  • Conference_Location
    Berlin
  • Type

    conf

  • DOI
    10.1109/MSCPES.2014.6842402
  • Filename
    6842402