• DocumentCode
    3653450
  • Title

    An artificial neural network based application to reactive power dispatch problem

  • Author

    Z.E. Aygen;M. Bagriyanik;S. Seker;F.G. Bagriyanik

  • Author_Institution
    Fac. of Electr. & Electron., Istanbul Tech. Univ., Turkey
  • Volume
    2
  • fYear
    1998
  • Firstpage
    1080
  • Abstract
    The optimal reactive power dispatch problem is important for power systems to operate in a reliable and economic way. Many linear and nonlinear optimization techniques may be used to solve this problem. In this study, an artificial neural network approach (ANN) to optimal reactive power dispatch problem is proposed. A multilayer feedforward ANN with an error backpropagation algorithm is used. The proposed method is tested on a sample system and the results are compared with the ones obtained by classical optimization techniques.
  • Keywords
    "Artificial neural networks","Reactive power","Neurons","Reactive power control","Power system security","Power system reliability","Feeds","Biology computing","Optimal control","Voltage control"
  • Publisher
    ieee
  • Conference_Titel
    Electrotechnical Conference, 1998. MELECON 98., 9th Mediterranean
  • Print_ISBN
    0-7803-3879-0
  • Type

    conf

  • DOI
    10.1109/MELCON.1998.699398
  • Filename
    699398