Forecasting natural gas consumption

被引:169
|
作者
Soldo, Bozidar [1 ]
机构
[1] HEP Plin Ltd, HR-31000 Osijek, Croatia
关键词
Forecasting natural gas consumption; Predicting natural gas demand; Natural gas forecasting models; ENERGY-CONSUMPTION; NEURAL-NETWORK; RESIDENTIAL CONSUMPTION; STATISTICAL-MODEL; DEMAND; PREDICTION; COMBINATION; ELECTRICITY; FUTURE; RISK;
D O I
10.1016/j.apenergy.2011.11.003
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
Publishing papers in the area of forecasting natural gas consumption has begun in the middle of last century and led to a tremendous surge in research activities in the past decade. This paper presents a state-of-the-art survey of forecasting natural gas consumption. Purpose of this paper is to provide analysis and synthesis of published research in this area from beginning to the end of 2010, insights on applied area, used data, models and tools to achieve usable results, in order to be helpful base for future researchers. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:26 / 37
页数:12
相关论文
共 50 条
  • [1] Natural gas consumption forecasting for anomaly detection
    Baldacci, Lorenzo
    Golfarelli, Matteo
    Lombardi, Davide
    Sami, Franco
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2016, 62 : 190 - 201
  • [2] Forecasting risks of natural gas consumption in Slovenia
    Potocnik, Primoz
    Thaler, Marko
    Govekar, Edvard
    Grabec, Igor
    Poredos, Alojz
    [J]. ENERGY POLICY, 2007, 35 (08) : 4271 - 4282
  • [3] Natural gas consumption forecasting: A discussion on forecasting history and future challenges
    Liu, Jinyuan
    Wang, Shouxi
    Wei, Nan
    Chen, Xi
    Xie, Hanyu
    Wang, Jie
    [J]. JOURNAL OF NATURAL GAS SCIENCE AND ENGINEERING, 2021, 90
  • [4] Forecasting of natural gas consumption with artificial neural networks
    Szoplik, Jolanta
    [J]. ENERGY, 2015, 85 : 208 - 220
  • [5] Forecasting natural gas consumption with multiple seasonal patterns
    Ding, Jia
    Zhao, Yuxuan
    Jin, Junyang
    [J]. APPLIED ENERGY, 2023, 337
  • [6] Forecasting the growth of China's natural gas consumption
    Li, Junchen
    Dong, Xiucheng
    Shangguan, Jianxin
    Hook, Mikael
    [J]. ENERGY, 2011, 36 (03) : 1380 - 1385
  • [7] Short-term natural gas consumption forecasting
    Potocnik, Primoz
    Govekar, Edvard
    Grabec, Igor
    [J]. PROCEEDINGS OF THE 16TH IASTED INTERNATIONAL CONFERENCE ON APPLIED SIMULATION AND MODELLING, 2007, : 353 - 357
  • [8] Business intelligence systems in forecasting the demand for natural gas consumption
    Chrulski, Tomasz
    [J]. PRZEMYSL CHEMICZNY, 2021, 100 (12): : 1170 - 1172
  • [9] Forecasting Natural Gas Consumption in Turkey Using Grey Prediction
    Boran, F. E.
    [J]. ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY, 2015, 10 (02) : 208 - 213
  • [10] Forecasting natural gas consumption in residential and commercial sectors in the US
    Zu, Xingxing
    Wang, Xiaoyin
    Cui, Yunwei
    [J]. JOURNAL OF BUSINESS ANALYTICS, 2023, 6 (01) : 77 - 94