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논문검색

Fisher Linear Discriinant Method for Forest Fire Risk Points on Transmission Line

원문정보

초록

영어

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.

목차

Abstract
 1. Introduction
 2. Analysis on Impact Factors for Forest Fire Disaster along Transmission Lines
  2.1 Impact by Landform Factor on the Stability of Fire Risk Points
  2.2 Meteorological Indicators' Impact on the Stability of Fire Risk Points
  2.3 Human Factors' Impact on the Stabiligy of Fire Risk Points
 3. Assessment Method for Transmission Lines' Forest Fire Risk Points
  3.1 Fisher Linear Discriminant Analysis Model
  3.2 Fisher Discriminant's Procedures
 4. Study on Cases
 5. Analysis on Result
 6. Conclusion
 ACKNOWLEDGEMENTS
 References

저자정보

  • Zhou Jing School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, China
  • Ma Weiqing Department of Information Technology, Shanxi Yangquan Electric Power Corporation, Yangquan 045000, China
  • Zhang Ye Huada Tianyuan (Beijing) Electric Power Technology Co., Ltd., Beijing 102206, China

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