Yield of the Hydroelectric Power Plant using Feed Forward and Recurrent Neural Networks: Hirfanlı Dam Application Example

Mucella Ozbay Karakus; Cemil Altın

TR EN

İleri Beslemeli Ağ ile Elman Ağı Kullanılarak Hidroelektrik Santralinin Verimi Hesabı: Hirfanlı Barajı Uygulama Örneği

Abstract

Bu çalışmada iklim koşullarına bağlı olarak suyun düşüş ve akış değişikliklere göre hidroelektrik santrallerin verimi araştırıldı. Bu amaç için Kırşehir ilinin Kaman ilçesinde yer alan Hirfanlı Barajı örnek çalışma olarak belirlendi. Suyun tüketimi, suyun akış hızından ötürü enerji oranını azaltmaktadır. Bu konu ile ilgili Hirfanlı Hidroelektrik santralinin 2008 yılında alınmış yağış miktarları gibi iklimsel datalar ile verim hesabı araştırılmıştır. Bu çalışmada bir ileri beslemeli ağ ile elman ağı kullanılarak iklimsel etkiler ile barajın verimliliği arasındaki ilişki tahmini yapılmıştır. Sonuç olarak hidroelektrik santralinin verimlilik tahmini için iklimsel faktörlerin etkisi olduğu sonucuna varılmıştır.

Keywords

Hidroelektrik Enerji Santrali, Verim, Yapay Sinir Ağları

Details

Primary Language

English

Subjects

-

Journal Section

-

Authors

Mucella Ozbay Karakus This is me

Cemil Altın This is me

Publication Date

August 1, 2014

Submission Date

August 1, 2014

Acceptance Date

-

Published in Issue

Year 2014 Volume: 10 Number: 2

IZ

https://izlik.org/JA54ZD45EG

Cite

RIS / Bibtex

APA

Ozbay Karakus, M., & Altın, C. (2014). Yield of the Hydroelectric Power Plant using Feed Forward and Recurrent Neural Networks: Hirfanlı Dam Application Example. Electronic Letters on Science and Engineering, 10(2), 1-14. https://izlik.org/JA54ZD45EG

AMA

1.Ozbay Karakus M, Altın C. Yield of the Hydroelectric Power Plant using Feed Forward and Recurrent Neural Networks: Hirfanlı Dam Application Example. Electronic Letters on Science and Engineering. 2014;10(2):1-14. https://izlik.org/JA54ZD45EG

Chicago

Ozbay Karakus, Mucella, and Cemil Altın. 2014. “Yield of the Hydroelectric Power Plant Using Feed Forward and Recurrent Neural Networks: Hirfanlı Dam Application Example”. Electronic Letters on Science and Engineering 10 (2): 1-14. https://izlik.org/JA54ZD45EG.

EndNote

Ozbay Karakus M, Altın C (August 1, 2014) Yield of the Hydroelectric Power Plant using Feed Forward and Recurrent Neural Networks: Hirfanlı Dam Application Example. Electronic Letters on Science and Engineering 10 2 1–14.

IEEE

[1]M. Ozbay Karakus and C. Altın, “Yield of the Hydroelectric Power Plant using Feed Forward and Recurrent Neural Networks: Hirfanlı Dam Application Example”, Electronic Letters on Science and Engineering, vol. 10, no. 2, pp. 1–14, Aug. 2014, [Online]. Available: https://izlik.org/JA54ZD45EG

ISNAD

Ozbay Karakus, Mucella - Altın, Cemil. “Yield of the Hydroelectric Power Plant Using Feed Forward and Recurrent Neural Networks: Hirfanlı Dam Application Example”. Electronic Letters on Science and Engineering 10/2 (August 1, 2014): 1-14. https://izlik.org/JA54ZD45EG.

JAMA

1.Ozbay Karakus M, Altın C. Yield of the Hydroelectric Power Plant using Feed Forward and Recurrent Neural Networks: Hirfanlı Dam Application Example. Electronic Letters on Science and Engineering. 2014;10:1–14.

MLA

Ozbay Karakus, Mucella, and Cemil Altın. “Yield of the Hydroelectric Power Plant Using Feed Forward and Recurrent Neural Networks: Hirfanlı Dam Application Example”. Electronic Letters on Science and Engineering, vol. 10, no. 2, Aug. 2014, pp. 1-14, https://izlik.org/JA54ZD45EG.

Vancouver

1.Mucella Ozbay Karakus, Cemil Altın. Yield of the Hydroelectric Power Plant using Feed Forward and Recurrent Neural Networks: Hirfanlı Dam Application Example. Electronic Letters on Science and Engineering [Internet]. 2014 Aug. 1;10(2):1-14. Available from: https://izlik.org/JA54ZD45EG