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A practical pricing approach to smart grid demand response based on load classification

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成果类型:
期刊论文
作者:
Yang, Hongming*;Zhang, Jun;Qiu, Jing;Zhang, Sanhua;Lai, Mingyong;...
通讯作者:
Yang, Hongming
作者机构:
[Zhang, Sanhua; Yang, Hongming; Zhang, Jun; Lai, Mingyong] Changsha Univ Sci & Technol, Hunan Prov Engn Res Ctr Elect Transportat & Smart, Hunan Prov Key Lab Smart Grids Operat & Control, Sch Elect & Informat Engn, Changsha 410114, Hunan, Peoples R China.
[Qiu, Jing] Univ Newcastle, Ctr Intelligent Elect Networks, Newcastle, NSW 2308, Australia.
[Dong, Zhao Yang] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia.
[Dong, Zhao Yang] Elect Power Res Inst, CSG, Guangzhou 510080, Guangdong, Peoples R China.
通讯机构:
[Yang, Hongming] C
Changsha Univ Sci & Technol, Hunan Prov Engn Res Ctr Elect Transportat & Smart, Hunan Prov Key Lab Smart Grids Operat & Control, Sch Elect & Informat Engn, Changsha 410114, Hunan, Peoples R China.
语种:
英文
关键词:
Demand response;Incentive compatible constraints;Load classification;Pricing plan
期刊:
IEEE Transactions on Smart Grid
ISSN:
1949-3053
年:
2018
卷:
9
期:
1
页码:
179-190
基金类别:
Manuscript received July 9, 2015; revised November 5, 2015 and March 25, 2016; accepted March 25, 2016. Date of publication March 29, 2016; date of current version December 21, 2017. This work was supported in part by the National Natural Science Foundation of China through the Key Program under Grant 71331001 and Grant 71420107027, in part by the Major Research Program under Grant 91547113, and by the China Southern Power Grid under Research Grant WYKJ00000027. Paper no. TSG-00796-2015.
机构署名:
本校为第一且通讯机构
院系归属:
电气与信息工程学院
摘要:
Appropriate pricing schemes are of great importance in terms of managing large-scale and distributed controllable loads in smart grids. In this paper, a practical pricing scheme is proposed to encourage different consumers to participate in demand response by providing them with a list of price plans. First, a classification algorithm is employed to divide consumers into different categories based on their individual information, such as marginal cost, upper limit of load adjustment, and elasticity coefficient. Afterwards, from the perspective ...

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