标题:A Precision Analysis Method of Electrical Characteristics for Demand Response    (Open Access)
作者:Wu, Chen ;Wang, Zhenshu ;Ding, Jincheng ;Du, Zixuan
通讯作者:Wang, Zhenshu
作者机构:[Wu, Chen ;Wang, Zhenshu ;Ding, Jincheng ;Du, Zixuan ] School of Electrical Engineering, Shandong University, Jinan; 250000, China
会议名称:2018 4th International Conference on Environmental Science and Material Application, ESMA 2018
会议日期:December 15, 2018 - December 16, 2018
来源:IOP Conference Series: Earth and Environmental Science
出版年:2019
卷:252
期:3
DOI:10.1088/1755-1315/252/3/032090
摘要:In order to accurately grasp the users' electricity consumption characteristics during the implementation process of the demand response (DR), a clustering algorithm was used to realize delicate analysis of demand-side users. Firstly, the typical load curve of a single user was extracted by means of averaging. Then, an improved adaptive bilayer spectral clustering algorithm was adopted to cluster typical load curves. The simulation results show that the method can accurately analyze the demand-side power load, the inner and outer spectrum clusters can meet the requirements of different demand response projects, can guide the development of the time-of-use price, and can calculate the interrupted response capacity. At the same time, it can provide a theoretical basis for consumption of renewable energy with DR.
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收录类别:EI
资源类型:会议论文
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