ShanghaiTech University Knowledge Management System
A User-Oriented Pricing Design for Demand Response in Smart Grid | |
2019-09-10 | |
发表期刊 | WIRELESS COMMUNICATIONS & MOBILE COMPUTING |
ISSN | 1530-8669 |
卷号 | 2019 |
发表状态 | 已发表 |
DOI | 10.1155/2019/8694016 |
摘要 | Demand response (DR) programs are designed to affect the energy consumption behavior of end-users in smart grid. However, most existing pricing designs for DR programs ignore the influence of end-users's diversity and personal preference. Thus, in this paper, we investigate an incentive pricing design based on the utility maximization rule with consideration of end-users' preference and appliances' operational patterns. In particular, the utility company determines the pricing policy by trading off the budget revenue and social obligation, while each end-user aims to maximize their own utility profits with high satisfaction level by scheduling multiclass appliances. We formulate the conflict and cooperative relationship between the utility company and end-users as a Stackelberg game, and the equilibrium points are obtained by the backward induction method, which exists and is unique. At the equilibrium, the utility company adopts real-time pricing (RTP) scheme to coordinate end-users to fulfill the benefit of themselves, i.e., under such price, end-users automatically maximize overall utility profits of the overall system. We propose a distributed algorithm and an adaptive pricing scheme for the utility company and end-users to jointly achieve the best performance of the entire system. Finally, extensive simulation results based on real operation data show the effectiveness of the proposed scheme. |
URL | 查看原文 |
收录类别 | SCI ; SCIE ; EI |
语种 | 英语 |
资助项目 | State Grid Corporation of China Science and Technology Project[SGTJDK00DWJS1800008] |
WOS研究方向 | Computer Science ; Engineering ; Telecommunications |
WOS类目 | Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications |
WOS记录号 | WOS:000487422000001 |
出版者 | WILEY-HINDAWI |
EI主题词 | Budget control ; Costs ; Electric power transmission networks ; Energy utilization ; Profitability ; User centered design |
WOS关键词 | SIDE MANAGEMENT |
原始文献类型 | Article |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/80237 |
专题 | 信息科学与技术学院_博士生 信息科学与技术学院_PI研究组_杨旸组 科道书院 |
通讯作者 | Ci, Song |
作者单位 | 1.Chinese Acad Sci, Shanghai Inst Microsyst & Informat Technol, Shanghai 200083, Peoples R China 2.ShanghaiTech Univ, Sch Informat Sci & Technol, Shanghai 201210, Peoples R China 3.Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China 4.Univ Chinese Acad Sci, Beijing, Peoples R China 5.Univ Nebraska, Dept Elect Comp Engn, Omaha, NE 68182 USA 6.State Grid Tianjin Elect Power Co, Elect Power Res Inst, Tianjin 300041, Peoples R China |
第一作者单位 | 信息科学与技术学院 |
推荐引用方式 GB/T 7714 | Zhou, Yanglin,Cheng, Lin,Ci, Song,et al. A User-Oriented Pricing Design for Demand Response in Smart Grid[J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING,2019,2019. |
APA | Zhou, Yanglin,Cheng, Lin,Ci, Song,Yang, Yang,&Ma, Shiqian.(2019).A User-Oriented Pricing Design for Demand Response in Smart Grid.WIRELESS COMMUNICATIONS & MOBILE COMPUTING,2019. |
MLA | Zhou, Yanglin,et al."A User-Oriented Pricing Design for Demand Response in Smart Grid".WIRELESS COMMUNICATIONS & MOBILE COMPUTING 2019(2019). |
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