Comparisons of Chinese and Indian Energy Consumption Forecasting Models

被引:0
|
作者
Arora, Vipin [1 ]
机构
[1] US Energy Informat Adm, Washington, DC 20585 USA
来源
ECONOMICS BULLETIN | 2013年 / 33卷 / 03期
关键词
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
I evaluate the out-of-sample forecasting performance of five models of Chinese and Indian energy consumption. The results are mixed, but in general the auto-regressive distributed lag and unobserved components models perform the best over multiple evaluation criteria, I then use these two models and generate long-term forecasts [2010-2040] for comparison with the International Energy Outlook of the U.S. Energy Information Administration and other similar publications. For both countries the forecasting models predict higher levels and growth rates of energy consumption than the published estimates.
引用
收藏
页码:2110 / 2121
页数:12
相关论文
共 50 条
  • [1] Forecasting Chinese economic growth, energy consumption, and urbanization using two novel grey multivariable forecasting models
    Wang, Changrong
    Cao, Yun
    JOURNAL OF CLEANER PRODUCTION, 2021, 299
  • [2] Decomposition of Chinese Energy Consumption from 1990 to 2005 and its Energy Consumption Forecasting in 2010
    Shi, Yingling
    Pang, Nansheng
    Zhao, Jianbao
    2009 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), VOLS 1-7, 2009, : 3985 - +
  • [3] Energy consumption forecasting in agriculture by artificial intelligence and mathematical models
    Bolandnazar, Elham
    Rohani, Abbas
    Taki, Morteza
    ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2020, 42 (13) : 1618 - 1632
  • [4] Energy Consumption Forecasting Using ARIMA and Neural Network Models
    Nichiforov, Cristina
    Stamatescu, Iulia
    Fagarasan, Ioana
    Stamatescu, Grigore
    2017 5TH INTERNATIONAL SYMPOSIUM ON ELECTRICAL AND ELECTRONICS ENGINEERING (ISEEE), 2017,
  • [5] Forecasting energy consumption in Taiwan using hybrid nonlinear models
    Pao, H. T.
    ENERGY, 2009, 34 (10) : 1438 - 1446
  • [6] Final Energy Consumption Forecasting by Applying Artificial Intelligence Models
    Kouziokas, Georgios N.
    Chatzigeorgiou, Alexander
    Perakis, Konstantinos
    OPERATIONAL RESEARCH IN THE DIGITAL ERA - ICT CHALLENGES, 2019, : 1 - 10
  • [7] Residential energy consumption forecasting using deep learning models
    Ramos, Paulo Vitor B.
    Villela, Saulo Moraes
    Silva, Walquiria N.
    Dias, Bruno H.
    APPLIED ENERGY, 2023, 350
  • [8] Forecasting the total energy consumption in Ghana using grey models
    Katani, Emmanuel Kwadzo
    GREY SYSTEMS-THEORY AND APPLICATION, 2019, 9 (04) : 488 - 501
  • [9] Modeling and forecasting energy consumption in China: Implications for Chinese energy demand and imports in 2020
    Adams, F. Gerard
    Shachmurove, Yochanan
    ENERGY ECONOMICS, 2008, 30 (03) : 1263 - 1278
  • [10] Forecasting Chinese carbon emissions from fossil energy consumption using non-linear grey multivariable models
    Wang, Zheng-Xin
    Ye, De-Jun
    JOURNAL OF CLEANER PRODUCTION, 2017, 142 : 600 - 612