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  Citation Number 2
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Türkiye’nin Enerji Verimliliğinin Yapay Sinir Ağı ve ARDL Yaklaşımı ile Analizi
2018
Journal:  
Ege Akademik Bakış Dergisi
Author:  
Abstract:

Bu çalışmada Türkiye’nin enerji verimliliği ARDL yöntemi, TOPSIS yöntemi ve yapay sinir ağları algoritması analizleri çerçevesinde 1960-2013 dönemi için incelenmiştir. Çalışmanın ilk aşamasında TOPSIS yöntemi kullanılarak enerji verimlilik skorları elde edilmiştir, elde edilen skorlar daha sonra Yapay Sinir Ağlarının çıktı verisi olarak kullanılmıştır. Son olarak, değişkenlerin kısa ve uzun dönem katsayıları ARDL yöntemi ile tahmin edilmiştir. Elde edilen sonuçlar Türkiye’nin enerji verimliliğinin yıllara göre artma eğiliminde olduğunu göstermektedir. Bunun yanında, Yapay Sinir Ağları analizi sonuçlarına göre enerji etkinliğini belirleyenönemli değişken kişi başına düşen sermaye stokudur.

Keywords:

Analysis of energy efficiency in Turkey with artificial nerve network and ARDL approach
2018
Author:  
Abstract:

In this study, the energy efficiency of Turkey was studied in the framework of the ARDL method, the TOPSIS method and the analysis of the artificial nervous networks algorithm for the period 1960-2013. In the first phase of the study, energy efficiency scores were obtained using the TOPSIS method, the scores obtained were later used as the output data of the artificial nerve networks. Finally, the short and long-term rates of the variables are predicted by the ARDL method. The results show that Turkey’s energy efficiency has tended to increase over the years. In addition, according to the results of the analysis of the artificial nerve networks, the important variable that determines energy efficiency is the capital stock per person.

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Ege Akademik Bakış Dergisi

Field :   Sosyal, Beşeri ve İdari Bilimler

Journal Type :   Uluslararası

Metrics
Article : 1.121
Cite : 4.769
2023 Impact : 0.18
Ege Akademik Bakış Dergisi