风速的Weibull分布参数确定方法研究

    Methods for solving two-parameter wind velocity weibull distribution

    • 摘要: 为了确定风速的Weibull分布,该文对风速的离散性和连续性特点进行分析的基础上,对风速的Weibull分布做函数拟合,提出了基于最小偏差法的循环测试和梯度导向两种求风速Weibull分布中双参数的方法。然后以内蒙古新巴尔虎旗风速数据为例,利用Visual Basic语言编制程序对两种方法进行比较分析。结果表明,这两种方法各有利弊,但梯度导向法更加快速准确。

       

      Abstract: In order to solve the Weibull distribution of wind velocity, two methods of circulation test algorithm and gradient direction search are introduced for solving the two parameters of wind velocity Weibull distribution in this paper. First, discreteness and continuity of wind velocity were analyzed. Then a function of fitting to the wind velocity Weibull distribution was presented. On the basis of least deviation method, the two parameters of wind velocity Weibull distribution were calculated and defined using these two methods. With the example of actual wind velocity data of Xinba'erhuqi in Inner Mongolia, these two methods were compared and discussed by Visual Basic programming language. The results show that each of them has its own advantages and disadvantages but the gradient direction search method is quicker and more accurate.

       

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