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A finite mixture three-parameter weibull model for the analysis of wind speed data

  • Xi'an Jiaotong University
  • CAS - Institute of Atmospheric Physics

科研成果: 书/报告/会议事项章节会议稿件同行评审

5 引用 (Scopus)

摘要

This paper presents a finite mixture three-parameter Weibull model to analyze the distribution of the wind speed data. The parameters in the model are estimated by using EM algorithm. The model is applied to fit the distribution of a lattice-point wind speed sequence from NCEP reanalysis data. The result shows that compared with the typical Weibull model, the model presented in this paper is more suitable for describing the probability distribution of wind speed data.

源语言英语
主期刊名Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009
DOI
出版状态已出版 - 2009
活动2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009 - Wuhan, 中国
期限: 11 12月 200913 12月 2009

出版系列

姓名Proceedings - 2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009

会议

会议2009 International Conference on Computational Intelligence and Software Engineering, CiSE 2009
国家/地区中国
Wuhan
时期11/12/0913/12/09

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