Grey Predictive on Natural Gas Consumption and Production in China

被引:0
|
作者
Ma, Hongwei [1 ]
Wu, Yonghe [2 ]
机构
[1] Nanjing Agr Univ, Coll Engn, Nanjing 211000, Peoples R China
[2] Zhende Inst Technol, Dept Management & Informat, Nanjing 211000, Peoples R China
关键词
Markov-chain; natural gas consumption; natural gas production; grey theory;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
China's consumption and production of natural gas have been rising steadily since the government set a target of raising the proportion of natural gas in total energy consumption to 5.3 percent by 2010 from 2.8 percent in 2005. China's production of natural gas rose 12.3 percent year on year to 76.1 billion cubic meters in 2008 as the government promoted cleaner energy, and China consumed 67.3 billion cubic meters of gas in 2007, an annual increase of 19.9 percent. The dynamic GM(1,1) model of grey theory is used to forecast the natural gas consumption and production in China. In order to improve the forecast accuracy, the original GM(1, 1) models are improved by using Markov-chain. We analyze the data of the natural gas consumption and production from 1990 to 2007 in China, and forecast China's natural gas consumption and production by this Grey-Markov forecasting model, which shows that the improved grey forecasting model is of more reliability and higher forecast accuracy than GM (1, 1).
引用
收藏
页码:91 / +
页数:2
相关论文
共 50 条
  • [1] Predicting the production and consumption of natural gas in China by using a new grey forecasting method
    Lao, Tongfei
    Sun, Yanrui
    Mathematics and Computers in Simulation, 2022, 202 : 295 - 315
  • [2] Predicting the production and consumption of natural gas in China by using a new grey forecasting method
    Lao, Tongfei
    Sun, Yanrui
    MATHEMATICS AND COMPUTERS IN SIMULATION, 2022, 202 : 295 - 315
  • [3] Forecasting Natural Gas Consumption of China Using a Novel Grey Model
    Zheng, Chengli
    Wu, Wen-Ze
    Jiang, Jianming
    Li, Qi
    COMPLEXITY, 2020, 2020
  • [4] China's natural gas production and consumption analysis based on the multicycle Hubbert model and rolling Grey model
    Wang, Jianzhou
    Jiang, Haiyan
    Zhou, Qingping
    Wu, Jie
    Qin, Shanshan
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2016, 53 : 1149 - 1167
  • [5] Forecasting natural gas production and consumption using grey model with latent information function: The cases of China and USA
    Wu, L.
    Zhang, K.
    Zhao, T.
    SCIENTIA IRANICA, 2021, 28 (01) : 386 - 394
  • [6] Using a Novel Grey System Model to Forecast Natural Gas Consumption in China
    Wu, Lifeng
    Liu, Sifeng
    Chen, Haijun
    Zhang, Na
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [7] A novel seasonal grey model for forecasting the quarterly natural gas production in China
    Li, Xuemei
    Guo, Xinchang
    Liu, Lina
    Cao, Yun
    Yang, Benshuo
    ENERGY REPORTS, 2022, 8 : 9142 - 9157
  • [8] Natural gas consumption in China is accelerating
    不详
    HYDROCARBON PROCESSING, 2007, 86 (09): : 9 - 9
  • [9] Grey prediction on China's energy consumption and production
    Ma, Hong-Wei
    Ma, Kai-Ping
    Zhang, Dong-Qing
    PROCEEDINGS OF 2007 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES, VOLS 1 AND 2, 2007, : 663 - 667
  • [10] Production and consumption of natural gas in world
    Evstratenkova, N.I.
    Sidorova, G.M.
    Gazovaya Promyshlennost, (06): : 60 - 64