Application of Semi-parametric Regression Analysis Methodin Electric Power Load Forecasting
[1]YANG Lixi,ZHANG Yongfeng,XU Xiangwei,et al.Application of Semi-parametric Regression Analysis Methodin Electric Power Load Forecasting[J].Journal of Zhengzhou University (Engineering Science),2010,31(03):29-32.
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Journal of Zhengzhou University (Engineering Science)[ISSN
1671-6833/CN
41-1339/T] Volume:
31卷
Number of periods:
2010 No.03
Page number:
29-32
Column:
Public date:
2010-03-01
- Title:
- Application of Semi-parametric Regression Analysis Methodin Electric Power Load Forecasting
- Keywords:
- semi-parametric regression model; two-stage least squares method; weight coefficients; paremetric; non-parametric
- CLC:
- -
- DOI:
- -
- Abstract:
- In order to integrate the advantages of parameter model and non—parameter model。a semi—para—metric regression model was studied for power load forecasting．On the basis of pretreatment of the original data，the use of relevant theory determined the parameters of semi—parametric model and non—parametric vail—ables and constructed the semi—parametric regression model．The regression coefficients and regression pa·rameters were assessed with the two—stage least squares method and the weight coefficients．The exampleshows that this method is more precise and has broader adaptability．
- References:
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- Similar References:
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Last Update:
1900-01-01