标题:The Research Of Mid-Long Forecasting Based on MGM(l, N) Model with Multiple Linear Regression Analysis in Nanjing Core Area
作者:Wu, Haiwei; Su, Dawei; Huo, Xuesong; Hu, Shuang; Wang, Zhuodi; Sun, Kaiqi
通讯作者:Wu, HW
作者机构:[Wu, Haiwei; Su, Dawei; Huo, Xuesong] State Grid Jiangsu Elect Power Co, Nanjing, Jiangsu, Peoples R China.; [Hu, Shuang; Wang, Zhuodi; Sun, Kaiqi] 更多
会议名称:IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC)
会议日期:OCT 25-28, 2016
来源:2016 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC)
出版年:2016
页码:38-42
关键词:Urban Core Area; Correlation Analysis; Multiple Linear Regression; Grey; Theory; Load Forecasting
摘要:Mid-long term load forecasting is the prerequisite of power system planning. This paper first introduces the sub-area partitioning of power grid in Nanjing core area. Then the influences of social-economic factors to mid-long term load are studied by two ways, which are correlation analysis method and multiple linear regression analysis method. Based on the analysis results of the two methods, a grey MGM (1, N) load forecasting model is constructed. Furthermore, by forecasting the maximal load of different districts, the multiple linear regression Grey MGM (1, N) model and ordinary multiple linear regression models are compared. The results show that the method proposed in this paper has higher accuracy and wider adaptability. Finally, this paper analyzes the load developing tendency in different districts of the city and proposes corresponding suggestions.
收录类别:CPCI-S
资源类型:会议论文
TOP