NEURAL PREDICTION OF POWER FACTOR IN WIND TURBINES

Abstract

NEURAL PREDICTION OF POWER FACTOR IN WIND TURBINES

Keywords

• wind turbine, power factor, artificial neural networks

References

1. Hau, E., Windkraftanlangen, Springer Verlag, s. 110-113, Berlin, 1996.
2. Çetin N.S., Yurdusev M.A., Ata R. and Özdemir A., “Assessment of optimum tip speed ratio of wind turbine” Mathematical and Computational Applications, Vol. 10, No. 1, pp. 147-154, 2005.
3. Gasch, R., Windkraftanlangen, B. G. Teubner Verlag, s. 157-158, Stuttgart, 1996.
4. Yurdusev M.A., Ata R., Çetin N. S., “Assessment of Optimum Tip Speed Ratio in Wind Turbines Using Artificial Neural Network” Energy 31 (2006), 1817-1825.
5. Kalogirou, S., A. “Applications of neural networks for energy systems”, Renewable Energy, 2005, 30(7):1075-1090.
6. Kalogirou, S., A. “Artificial neural networks in renewable energy systems applications: a review”, Renewable and Sustainable Energy Reviews, 2001, 5(4):373–401.
7. Cam, E., Arcaklıoğlu, E., Çavuşoğlu, A. and Akbıyık, B., “A classification mechanicsm for determining average wind speed and power in several regions of Turkey using artificial neural networks”, Renewable Energy, 2005, 30(2):227-239.
8. Ata, R. “Analysis of power losses in energy transmission systems using artificial neural networks” PhD. thesis, Yıldız Technical University, Istanbul, Turkey, 1997.

9. Johns B. “Elements of aerodynamics”, New York: Wiley; 1950. p. 73-158.
10. Sidhu T.S. and Ao, Z. “On-line Evaluation of Capacity and Energy Losses in Power Transmission Systems by Using Artificial Neural Networks”, IEEE Trans. on Power Delivery, 1995; 10(4): 1913-1914.
11. Lippman, R.P., “An Introduction to Computing with Neural Nets”, IEEE ASSP Magazine, 1987; April: 4-22.
12. Hammerstrom, D., “Working with Neural Networks”, IEEE Spectrum, 1993; July: 46-53.