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  • 标题:Research on potential user identification model for electric energy substitution
  • 本地全文:下载
  • 作者:Huaijian Xia ; Meiling Chen ; Haiying Lin
  • 期刊名称:IOP Conference Series: Earth and Environmental Science
  • 印刷版ISSN:1755-1307
  • 电子版ISSN:1755-1315
  • 出版年度:2018
  • 卷号:108
  • 期号:5
  • 页码:052053
  • DOI:10.1088/1755-1315/108/5/052053
  • 语种:English
  • 出版社:IOP Publishing
  • 摘要:The implementation of energy substitution plays an important role in promoting the development of energy conservation and emission reduction in china. Energy service management platform of alternative energy users based on the data in the enterprise production value, product output, coal and other energy consumption as a potential evaluation index, using principal component analysis model to simplify the formation of characteristic index, comprehensive index contains the original variables, and using fuzzy clustering model for the same industry user's flexible classification. The comprehensive index number and user clustering classification based on constructed particle optimization neural network classification model based on the user, user can replace electric potential prediction. The results of an example show that the model can effectively predict the potential of users' energy potential.
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