发明名称 Method for Predicting Wind Power Density
摘要 Provided is a method for predicting a wind power density. More particularly, provided are a method for predicting a wind power density using a stepwise regression analysis technique capable of estimating a wind power density at any point using a regression analysis technique by a stepwise variable selection method of performing an analysis while adding statistically important terms or removing statistically meaningless terms.
申请公布号 US2015204922(A1) 申请公布日期 2015.07.23
申请号 US201314420190 申请日期 2013.08.06
申请人 Korea Institute of Energy Research 发明人 Kim Hyun-Goo;Lee Yung-Seop
分类号 G01R21/133;H02J3/38;G01W1/10 主分类号 G01R21/133
代理机构 代理人
主权项 1. A method for predicting a wind power density using a stepwise regression analysis technique, configured in a form of a program executed by an execution processing means including a computer, comprising: a variable inputting step (S1) of inputting the wind power density, which is an output variable, and one or more input variables selected among ground roughnesses (r1 to r6), an elevation, a relative elevation difference, a terrain openness, a wide region terrain openness, aspects (a1 to a7), a slope, a relative slope, a mean elevation, a maximum elevation, a minimum elevation, a relative relief, a distance from a coast, and reinterpretation meteorology data; a stepwise regression analyzing step (S2) of receiving the output variable and the input variables input in the variable inputting step (S1) and performing a regression analysis method by a stepwise variable selection method; and a multiple regression equation estimating step (S3) of estimating a multiple regression equation having the highest Coefficient of determination (R2) value using regression coefficients calculated in the stepwise regression analyzing step (S2).
地址 Daejeon KR