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  • 标题:Fisher Linear Discriminant Method for Forest Fire Risk Point on Transmission Line
  • 本地全文:下载
  • 作者:Zhou Jing ; Ma Weiqing ; Zhang Ye
  • 期刊名称:International Journal of Smart Home
  • 印刷版ISSN:1975-4094
  • 出版年度:2015
  • 卷号:9
  • 期号:4
  • 页码:25-34
  • DOI:10.14257/ijsh.2015.9.4.03
  • 出版社:SERSC
  • 摘要:With the continuous expansion of power grid, a large number of transmission lines through forests. Forest fire disasters seriously threaten the safe, economic and stable operation of power grid, so that the demand of discriminating fire risk points in transmission line corridors is getting more and more imperative. In this paper, a Fisher discriminant analysis method was put forward based on multivariate statistical analysis to assess the status of forest fire risk points. Firstly, impact factors on forest fire were defined. Secondly, the correlation between impact factors and the stability of fire risk point was analyzed with the historical material of forest fire. Next, multidimensional variables of the stability of fire risk point were turned into one-dimensional variables by projection method. Finally, the distances between one-dimensional variables were calculated and used to discriminate the status of stability of fire risk points. In a case in Shanxi province, this method has been verified.
  • 关键词:forest fire risk point; Fisher discriminant analysis; stability assessment
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