An artificial neural network based application to reactive power dispatch problem

Aygen Z., Bagriyanik M., Seker S., Bagriyanik F.

9th Mediterranean Electrotechnical Conference (Melecon 98), Tel-Aviv-Yafo, İsrail, 18 - 20 Mayıs 1998, ss.1080-1083 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Tel-Aviv-Yafo
  • Basıldığı Ülke: İsrail
  • Sayfa Sayıları: ss.1080-1083
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

Optimal reactive power dispatch problem is important for the power system to operate in a reliable and economic way. Many linear and nonlinear optimization techniques may be used to solve this problem. In this study, artificial neural network approach (ANN) to optimal reactive power dispatch problem is proposed. A multi layer feed forward ANN with 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.