Neural Network Solution to the Cogeneration System by Using Coal

KARATEPE MUMCU Y., Guney I., Arca E.

12th WSEAS International Conference on Circuits, Heraklion, Yunanistan, 22 - 25 Temmuz 2008, ss.279-280 identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Basıldığı Şehir: Heraklion
  • Basıldığı Ülke: Yunanistan
  • Sayfa Sayıları: ss.279-280
  • Anahtar Kelimeler: Artificial Neural Networks, Coal, Electricity, Backpropagation Algorithm
  • Acıbadem Mehmet Ali Aydınlar Üniversitesi Adresli: Hayır

Özet

Thermodynamic analysis of power plants that generate electricity with the use of coal requires quite a complex and sophisticated mathematical model. In this study relationships between electricity produced in power plant and properties of coal used in cogeneration systems was investigated by using Artificial Neural Network (ANN) with backpropagation learning method. In this method two types of ANN models; single and multi-layer model were used and training with the multi-layer model gave us better result (R-2=0,954) than the single layer model which is quite represent the system.