Controllable pitch propeller control with fast backpropagation algorithm

ALARÇİN F., Ekinci S., Gulez K.

MARINE TECHNOLOGY AND SNAME NEWS, cilt.44, sa.3, ss.180-184, 2007 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 44 Sayı: 3
  • Basım Tarihi: 2007
  • Dergi Adı: MARINE TECHNOLOGY AND SNAME NEWS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.180-184
  • Yıldız Teknik Üniversitesi Adresli: Evet

Özet

In this paper, controllable pitch propeller (CPP) has been used to improve the maneuvering at a fixed shaft speed. The proportional-derivative (PD) control method has been applied to obtain high efficiency by changing the pitch angle. The controller results have been evaluated and learned by a fast backpropagation algorithm (FBA). The neural network results show that learning of pitch behavior has been verified, and the FBA performance of CPP controller is better than that of the PD controller.