Forecasting of Turkey's net electricity energy consumption on sectoral bases

被引：147
|
作者：
Hamzacebi, Coskun [1 ]
机构：
[1] Z Karaelmas Univ, Dept Informat, Zonguldak, Turkey
来源：
ENERGY POLICY | 2007年 / 35卷 / 03期
关键词：
electricity energy forecasting; artificial neural network; Turkey's electricity consumption;
D O I：
10.1016/j.enpol.2006.03.014
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
In this study forecast of Turkey's net electricity energy consumption on sectoral basis until 2020 is explored. Artificial neural networks (ANN) is preferred as forecasting tool. The reasons behind choosing ANN are the ability of ANN to forecast future values of more than one variable at the same time and to model the nonlinear relation in the data structure. Founded forecast results by ANN are compared with official forecasts. (c) 2006 Published by Elsevier Ltd.
引用
收藏
页码：2009 / 2016
页数：8
相关论文
共 50 条
  • [1] The Forecasting of Net Electricity Consumption of the Consumer Groups in Turkey
    Sozen, A.
    Isikan, O.
    Menlik, T.
    Arcaklioglu, E.
    [J]. ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY, 2011, 6 (01) : 20 - 46
  • [2] Evaluation of renewable energy policies in Turkey with sectoral electricity demand forecasting
    Sogukpinar, Fatih
    Erkal, Gokhan
    Ozer, Huseyin
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (13) : 35891 - 35912
  • [3] Evaluation of renewable energy policies in Turkey with sectoral electricity demand forecasting
    Fatih Soğukpınar
    Gökhan Erkal
    Hüseyin Özer
    [J]. Environmental Science and Pollution Research, 2023, 30 : 35891 - 35912
  • [4] Turkey's Performance of Sectoral Energy Consumption
    Alp, I.
    Sozen, A.
    Kazancioglu, S.
    [J]. ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY, 2013, 8 (01) : 94 - 105
  • [5] Forecasting of Pakistan's net electricity energy consumption on the basis of energy pathway scenarios
    Perwez, Usama
    Sohail, Ahmed
    [J]. INTERNATIONAL CONFERENCE ON APPLIED ENERGY, ICAE2014, 2014, 61 : 2403 - 2411
  • [6] Electricity Consumption Forecasting in Turkey
    Acar, Bugsem
    Yigit, Selin
    Tuzuner, Berkay
    Ozgirgin, Burcu
    Ekiz, Ipek
    Ozbiltekin-Pala, Melisa
    Ekinci, Esra
    [J]. DIGITIZING PRODUCTION SYSTEMS, ISPR2021, 2022, : 702 - 714
  • [7] Sectoral energy consumption in Turkey
    Ogulata, RT
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2002, 6 (05): : 471 - 480
  • [8] Forecasting based on sectoral energy consumption of GHGs in Turkey and mitigation policies
    Sozen, Adnan
    Gulseven, Zafer
    Arcaklioglu, Erol
    [J]. ENERGY POLICY, 2007, 35 (12) : 6491 - 6505
  • [9] Turkey's net energy consumption
    Sözen, A
    Arcaklioglu, E
    Özkaymak, M
    [J]. APPLIED ENERGY, 2005, 81 (02) : 209 - 221
  • [10] ESTIMATION OF NET ELECTRICITY CONSUMPTION OF TURKEY
    Bilgili, Mehmet
    [J]. ISI BILIMI VE TEKNIGI DERGISI-JOURNAL OF THERMAL SCIENCE AND TECHNOLOGY, 2009, 29 (02) : 89 - 98
12345