Research of Coal Resources Reserves Prediction Based on GM (1,1) Model

被引:0
|
作者
Xiao, Jiancheng [1 ]
机构
[1] Shandong Univ Sci & Technol, Coll Min & Safety Engn, Qingdao 266590, Peoples R China
关键词
Gray system theory; GM (1,1) model; Coal Recourses Reserves;
D O I
10.1088/1755-1315/108/3/032073
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Based on the forecast of China's coal reserves, this paper uses the GM (1, 1) gray forecasting theory to establish the gray forecasting model of China's coal reserves based on the data of China's coal reserves from 2002 to 2009, and obtained the trend of coal resources reserves with the current economic and social development situation, and the residual test model is established, so the prediction model is more accurate. The results show that China's coal reserves can ensure the use of production at least 300 years of use. And the results are similar to the mainstream forecast results, and that are in line with objective reality.
引用
收藏
页数:5
相关论文
共 50 条
  • [31] Application of optimized GM (1,1) model based on EMD in landslide deformation prediction
    Huang, Changjun
    Cao, Yuanzhi
    Zhou, Lv
    COMPUTATIONAL & APPLIED MATHEMATICS, 2021, 40 (08):
  • [32] Prediction of Indoor Harmful Gas Based on Information Revision GM(1,1) Model
    Lv, Nan
    Dong, Yu-Jie
    Yang, Yi
    2016 INTERNATIONAL CONFERENCE ON ENERGY DEVELOPMENT AND ENVIRONMENTAL PROTECTION (EDEP 2016), 2016, : 279 - 285
  • [33] Application of optimized GM (1,1) model based on EMD in landslide deformation prediction
    Changjun Huang
    Yuanzhi Cao
    Lv Zhou
    Computational and Applied Mathematics, 2021, 40
  • [34] Crude oil price prediction based on LSTM network and GM (1,1) model
    Yao, Tianxiang
    Wang, Zihan
    GREY SYSTEMS-THEORY AND APPLICATION, 2021, 11 (01) : 80 - 94
  • [35] Application scope of prediction model for interval grey number based on GM (1,1)
    Zhao, Lianming
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT INNOVATION, 2015, 28 : 53 - 57
  • [36] Asphalt Pavement Roughness Prediction Based on Gray GM(1,1|sin) Model
    Zhang, Xiuli
    Ji, Chunming
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2019, 12 (02) : 897 - 902
  • [37] Research on Library Visits Prediction based on the Combination of GM (1,1) and BP Neural Network
    Peng, Leilei
    Liu, Ying
    Chen, Ke
    THIRD INTERNATIONAL CONFERENCE ON ELECTRONICS AND COMMUNICATION; NETWORK AND COMPUTER TECHNOLOGY (ECNCT 2021), 2022, 12167
  • [38] The modeling of metabolic GM(1,1) prediction model and its application
    Yuan, JL
    Zhong, L
    Tong, QW
    Jiang, Q
    Progress in Intelligence Computation & Applications, 2005, : 718 - 722
  • [39] GM(1,1)-Markov model for prediction of bridge technical condition
    Geng, Bo
    Wang, Junjie
    Zhang, Xiedong
    Wuhan Ligong Daxue Xuebao (Jiaotong Kexue Yu Gongcheng Ban)/Journal of Wuhan University of Technology (Transportation Science and Engineering), 2007, 31 (01): : 107 - 110
  • [40] The necessary and sufficient condition for GM(1,1) grey prediction model
    Chen, Chun-I
    Huang, Shou-Jen
    APPLIED MATHEMATICS AND COMPUTATION, 2013, 219 (11) : 6152 - 6162