Araştırma Makalesi

Estimation of Turkey Electric Energy Demand until Year 2035 Using TLBO Algorithm

Cilt: 4 Sayı: Special Issue-1 26 Aralık 2016
PDF İndir
EN

Estimation of Turkey Electric Energy Demand until Year 2035 Using TLBO Algorithm

Öz

In this study, the estimation of Turkey primary electric energy demand until 2035 is tried to estimate by using Teaching-Learning Based Optimization (TLBO) Algorithm. Two models are proposed which are based on economic indicators TLBO algorithm linear energy demand (TLBOEDL) and TLBO algorithm quadratic energy demand (TLBOEDQ). In both of these two models the indicators used are Gross Domestic Product (GDP), population, importation and exportation. After a comparison of these two models with real values between 1979 and 2005 years, it is applied to the estimation of Turkey electric energy demand until 2035 by three different scenario. The estimation results are suitable with the estimation of Turkey total primary energy supply of 2013 Energy Report of World Energy Council Turkish National Committee (WEC-TNC ).    

Anahtar Kelimeler

Kaynakça

  1. T. Lorde, K. Waithe, B. Francis, “The importance of electrical energy for economic growth in Barbados”, Energy Economics, vol. 32(6), pp. 1411-1420, Nov. 2010.
  2. Turkey Energy Report 2013, World Energy Council Turkish National Committee (WEC-TNC), ISSN: 1301-6318, Ankara, Jan. 2014.
  3. V. Yiğit, “Estimation Of Turkey Net Electric Energy Consumption Until to Year 2020 Using Genetic Algorithm”, International J. of Engineering Res. and Development, Vol. 3, pp. 37-41, Jun. 2011.
  4. Haldenbilen, S., Ceylan, H., “Genetic algorithm approach to estimate transport energy demand in Turkey”, Energy Policy, Vol. 33(1), pp. 89-98, Jan. 2005.
  5. O. E. Canyurt., H. Ceylan, H.K. Öztürk., A. Hepbaşlı, “Energy demand estimation based on two-different genetic algorithm approaches”, Energy Sources, vol. 26, pp. 1313–20, Feb. 2004.
  6. H. Ceylan, H. K. Öztürk, “Estimating energy demand of Turkey based on economic indicators using genetic algorithm approach”, Energy Convers Manag, vol. 45 (15–16), pp. 2525–37, Sep. 2004.
  7. H.K. Öztürk,O.E. Canyurt, A. Hepbaşlı, Z. Utlu, “Residential-commercial energy input estimation based on genetic algorithm approaches: an application of Turkey”, Energy Build, vol. 36, pp. 175–83, Feb. 2004.
  8. A. Sözen, E. Arcaklıoğlu, M. Özkaymak, “Turkey’s net energy consumption”, Apply Energy, vol. 8, pp. 209–21, Sep. 2004.

Ayrıntılar

Birincil Dil

İngilizce

Konular

Mühendislik

Bölüm

Araştırma Makalesi

Yazarlar

Mehmet Fatih Tefek
AHİ EVRAN ÜNİVERSİTESİ
Türkiye

Harun Uguz
SELCUK UNIV
Türkiye

Yayımlanma Tarihi

26 Aralık 2016

Gönderilme Tarihi

15 Kasım 2016

Kabul Tarihi

1 Aralık 2016

Yayımlandığı Sayı

Yıl 2016 Cilt: 4 Sayı: Special Issue-1

Kaynak Göster

APA
Tefek, M. F., & Uguz, H. (2016). Estimation of Turkey Electric Energy Demand until Year 2035 Using TLBO Algorithm. International Journal of Intelligent Systems and Applications in Engineering, 4(Special Issue-1), 48-52. https://doi.org/10.18201/ijisae.266082
AMA
1.Tefek MF, Uguz H. Estimation of Turkey Electric Energy Demand until Year 2035 Using TLBO Algorithm. International Journal of Intelligent Systems and Applications in Engineering. 2016;4(Special Issue-1):48-52. doi:10.18201/ijisae.266082
Chicago
Tefek, Mehmet Fatih, ve Harun Uguz. 2016. “Estimation of Turkey Electric Energy Demand until Year 2035 Using TLBO Algorithm”. International Journal of Intelligent Systems and Applications in Engineering 4 (Special Issue-1): 48-52. https://doi.org/10.18201/ijisae.266082.
EndNote
Tefek MF, Uguz H (01 Aralık 2016) Estimation of Turkey Electric Energy Demand until Year 2035 Using TLBO Algorithm. International Journal of Intelligent Systems and Applications in Engineering 4 Special Issue-1 48–52.
IEEE
[1]M. F. Tefek ve H. Uguz, “Estimation of Turkey Electric Energy Demand until Year 2035 Using TLBO Algorithm”, International Journal of Intelligent Systems and Applications in Engineering, c. 4, sy Special Issue-1, ss. 48–52, Ara. 2016, doi: 10.18201/ijisae.266082.
ISNAD
Tefek, Mehmet Fatih - Uguz, Harun. “Estimation of Turkey Electric Energy Demand until Year 2035 Using TLBO Algorithm”. International Journal of Intelligent Systems and Applications in Engineering 4/Special Issue-1 (01 Aralık 2016): 48-52. https://doi.org/10.18201/ijisae.266082.
JAMA
1.Tefek MF, Uguz H. Estimation of Turkey Electric Energy Demand until Year 2035 Using TLBO Algorithm. International Journal of Intelligent Systems and Applications in Engineering. 2016;4:48–52.
MLA
Tefek, Mehmet Fatih, ve Harun Uguz. “Estimation of Turkey Electric Energy Demand until Year 2035 Using TLBO Algorithm”. International Journal of Intelligent Systems and Applications in Engineering, c. 4, sy Special Issue-1, Aralık 2016, ss. 48-52, doi:10.18201/ijisae.266082.
Vancouver
1.Mehmet Fatih Tefek, Harun Uguz. Estimation of Turkey Electric Energy Demand until Year 2035 Using TLBO Algorithm. International Journal of Intelligent Systems and Applications in Engineering. 01 Aralık 2016;4(Special Issue-1):48-52. doi:10.18201/ijisae.266082

Cited By