Forecasting Natural Gas Consumption in Turkey Using Grey Prediction

被引:65
作者
Boran, F. E. [1 ]
机构
[1] Gazi Univ, Fac Engn, Dept Ind Engn, TR-06570 Ankara, Turkey
关键词
forecasting; natural gas consumption; grey prediction;
D O I
10.1080/15567249.2014.893040
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Natural gas, used for heating and electricity generation, has become one of the important energy sources in the world since it provides low level emission of greenhouse gases and has significant economic and other environmental benefits. Turkey, a natural bridge between Europe and the Middle East, is one of the fastest-developing countries in the world. Although Turkey has a small proven natural gas reserve, natural gas consumption has increased in the past few years and it is expected to continue in the future with a chaotic and nonlinear trend. Therefore, the forecasting of natural gas consumption is very important for energy policymakers for future energy planning in Turkey. In this study, a grey prediction with rolling mechanism (GPRM) approach is proposed to predict natural gas consumption and to assist energy policymakers in Turkey. The GPRM approach is utilized since it has high prediction accuracy and applicability when limited data exist. Furthermore, the future projections have been conducted for natural gas consumption in Turkey.
引用
收藏
页码:208 / 213
页数:6
相关论文
共 22 条
[1]   Multi-criteria evaluation of natural gas resources [J].
Afgan, Nalm H. ;
Pilavachi, Petros A. ;
Carvalho, Maria G. .
ENERGY POLICY, 2007, 35 (01) :704-713
[2]   Grey prediction with rolling mechanism for electricity demand forecasting of Turkey [J].
Akay, Diyar ;
Atak, Mehmet .
ENERGY, 2007, 32 (09) :1670-1675
[3]  
[Anonymous], 2012, Key world energy statistics 2012
[4]   Forecasting Residential Consumption of Natural Gas Using Genetic Algorithms [J].
Aras, Nil .
ENERGY EXPLORATION & EXPLOITATION, 2008, 26 (04) :241-266
[5]   Performance prediction of underground gas storage in salt caverns [J].
Bagci, A. Suat ;
Ozturk, E. .
ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY, 2007, 2 (02) :155-165
[6]   The reform in the Turkish natural gas market:: A critical evaluation [J].
Cetin, Tamer ;
Oguz, Fuat .
ENERGY POLICY, 2007, 35 (07) :3856-3867
[7]   Major utilization of natural gas for Turkey's energy necessity in recent years [J].
Demirbas, M. F. ;
Balat, H. .
ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY, 2008, 3 (02) :166-176
[8]  
Deng Julong, 1989, Journal of Grey Systems, V1, P1
[9]  
Energy Information Administration (EIA), 2013, COUNTR AN BRIEF OV
[10]   Natural gas demand in Turkey [J].
Erdogdu, Erkan .
APPLIED ENERGY, 2010, 87 (01) :211-219