Assessing the Feasibility of Game-theory-based Demand Response Management by Practical Implementation | |
Yu, Mengmeng1; Zhang, Xiongfeng1; Jiang, Junhui1; Lee, ChangDae1; Hong, Seung Ho1; Wang K(王锴)2,3; Xu AD(徐皑冬)2,3 | |
刊名 | IEEE Access |
2021 | |
卷号 | 9页码:8220-8232 |
关键词 | Demand response (DR) implementation energy management game theory |
ISSN号 | 2169-3536 |
产权排序 | 2 |
英文摘要 | Demand response (DR) has been widely recognized as an effective solution to help mitigate the stresses imposed on power grids. As new concepts evolve, DR induces various interactions among multiple emerging entities, which further complicates the decision-making processes in grid operations. Recently, game theory (GT) has received great attention in DR management, due to its ability to handle complex decision-making problems. Numerous theoretical GT-based approaches have been proposed for addressing various DR issues, but the feasibility of these theoretical approaches in practical implementation remains in doubt. To bridge the gap between theoretical studies and practical implementations, we first provide specific guidelines regarding how to construct a DR-oriented facility, and then investigate the effectiveness of deploying a Stackelberg game theory-based DR algorithm to manage the energy consumption of the facility, wherein the energy management center (EMC) serves as the leader and multiple devices act as the followers. The experimental evaluation results show that the GT-based DR algorithm achieved great performance in practical DR management, including optimal load control in responding to real-time price (RTP), and peak load reduction with a peak-to-average ratio (PAR) of 1.59. |
资助项目 | National Research Foundation of Korea[NRF-2018K1A3A1A61026340] ; Human Resources Program in Energy Technology of the Korea Institute of Energy Technology Evaluation and Planning (KETEP) from Ministry of Trade, Industry and Energy[20174030201780] |
WOS研究方向 | Computer Science ; Engineering ; Telecommunications |
语种 | 英语 |
WOS记录号 | WOS:000608199800001 |
资助机构 | National Research Foundation of Korea under Grant NRF-2018K1A3A1A61026340 ; Human Resources Program in Energy Technology of the Korea Institute of Energy Technology Evaluation and Planning (KETEP) ; Ministry of Trade, Industry and Energy under Grant 20174030201780 |
内容类型 | 期刊论文 |
源URL | [http://ir.sia.cn/handle/173321/28208] |
专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
通讯作者 | Hong, Seung Ho |
作者单位 | 1.Department of Electronic Engineering, Hanyang University, Ansan, 15588, Korea 2.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110169, China 3.Key Laboratory of Networked Control Systems, Chinese Academy of Science, Shenyang Institute of Automation, Shenyang, 110016, China |
推荐引用方式 GB/T 7714 | Yu, Mengmeng,Zhang, Xiongfeng,Jiang, Junhui,et al. Assessing the Feasibility of Game-theory-based Demand Response Management by Practical Implementation[J]. IEEE Access,2021,9:8220-8232. |
APA | Yu, Mengmeng.,Zhang, Xiongfeng.,Jiang, Junhui.,Lee, ChangDae.,Hong, Seung Ho.,...&Xu AD.(2021).Assessing the Feasibility of Game-theory-based Demand Response Management by Practical Implementation.IEEE Access,9,8220-8232. |
MLA | Yu, Mengmeng,et al."Assessing the Feasibility of Game-theory-based Demand Response Management by Practical Implementation".IEEE Access 9(2021):8220-8232. |
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