Load forecasting method based on SVR under electricity market reform

被引：3

作者：

Wang, Weiyuan ^{[1
]}

Dou, Fei ^{[1
]}

Yu, Xuan ^{[2
]}

Liu, Gaowei ^{[2
]}

Zhang, Luqing ^{[3
]}

Zhang, Qian ^{[4
]}

Xie, Da ^{[3
]}

机构：

[1] State Grid Jiangsu Elect Power Co Ltd, Nanjing 210000, Jiangsu, Peoples R China

[2] China Power Engn Consulting Grp, East China Elect Power Design Inst Co LTD, Shanghai 200001, Peoples R China

[3] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai 200240, Peoples R China

[4] Shanghai Dianji Univ, Sch Elect Engn, Shanghai 200240, Peoples R China

来源：

FOURTH INTERNATIONAL CONFERENCE ON ENERGY ENGINEERING AND ENVIRONMENTAL PROTECTION | 2020年 / 467卷

关键词：

MACHINE;

D O I：

10.1088/1755-1315/467/1/012201

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

Many factors affect the predicted value of power load to varying degrees. The introduction of market mechanisms in power market reform has brought more uncertainty to power load forecasting. The load forecast under the new situation of electricity market reform needs to consider the impact of the market on power load forecasting. The paper improves the SVR algorithm and proposes a mid-long-term load forecasting method under electricity market reform. The simulation shows that the power load will develop rapidly under the new situation of electricity market reform.

引用

页数：8

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