ADMM;
blockchain;
demand response;
distributed energy management systems;
distributed optimization;
D O I:
10.1587/transfun.2021EAP1162
中图分类号:
TP3 [计算技术、计算机技术];
学科分类号:
0812 ;
摘要:
Design of distributed energy management systems composed of several agents such as factories and buildings is important for realizing smart cities. In addition, demand response for saving the power consumption is also important. In this paper, we propose a design method of distributed energy management systems with real-time demand response, in which both electrical energy and thermal energy are considered. Here, we use ADMM (Alternating Direction Method of Multipliers), which is well known as one of the powerful methods in distributed optimization. In the proposed method, demand response is performed in real-time, based on the difference between the planned demand and the actual value. Furthermore, utilizing a blockchain is also discussed. The effectiveness of the proposed method is presented by a numerical example. The importance of introducing a blockchain is pointed out by presenting the adverse effect of tampering the actual value.
机构:
Hohai Univ, Coll Energy & Elect Engn, Nanjing 211100, Peoples R China
State Grid Zhejiang Elect Power Res Inst, Hangzhou, Peoples R ChinaHohai Univ, Coll Energy & Elect Engn, Nanjing 211100, Peoples R China
Yan, Yong
Huang, Jianping
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Zhejiang Elect Power Co LTD, Hangzhou, Peoples R ChinaHohai Univ, Coll Energy & Elect Engn, Nanjing 211100, Peoples R China
Huang, Jianping
Chen, Xingying
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机构:
Hohai Univ, Coll Energy & Elect Engn, Nanjing 211100, Peoples R ChinaHohai Univ, Coll Energy & Elect Engn, Nanjing 211100, Peoples R China
Chen, Xingying
Zhang, Zhi
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R ChinaHohai Univ, Coll Energy & Elect Engn, Nanjing 211100, Peoples R China
Zhang, Zhi
Zhang, Tianhan
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h-index: 0
机构:
Zhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R ChinaHohai Univ, Coll Energy & Elect Engn, Nanjing 211100, Peoples R China
机构:
College of Energy and Electrical Engineering, Hohai University, Nanjing, China
State Grid Zhejiang Electric Power Research Institute, Hangzhou, ChinaCollege of Energy and Electrical Engineering, Hohai University, Nanjing, China
Yan, Yong
Huang, Jianping
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Zhejiang Electric Power Co., LTD, Hangzhou, ChinaCollege of Energy and Electrical Engineering, Hohai University, Nanjing, China
Huang, Jianping
Chen, Xingying
论文数: 0引用数: 0
h-index: 0
机构:
College of Energy and Electrical Engineering, Hohai University, Nanjing, ChinaCollege of Energy and Electrical Engineering, Hohai University, Nanjing, China
Chen, Xingying
Zhang, Zhi
论文数: 0引用数: 0
h-index: 0
机构:
College of Electrical Engineering, Zhejiang University, Hangzhou, ChinaCollege of Energy and Electrical Engineering, Hohai University, Nanjing, China
Zhang, Zhi
Zhang, Tianhan
论文数: 0引用数: 0
h-index: 0
机构:
College of Electrical Engineering, Zhejiang University, Hangzhou, ChinaCollege of Energy and Electrical Engineering, Hohai University, Nanjing, China
机构:
Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
Wang, Jianxiao
Zhong, Haiwang
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
Zhong, Haiwang
Lai, Xiaowen
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
Lai, Xiaowen
Xia, Qing
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
Xia, Qing
Shu, Chang
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Elect Engn, State Key Lab Power Syst, Beijing 100084, Peoples R China
机构:
Hong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R China
Zhang, Mingjin
Cao, Jiannong
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R China
Cao, Jiannong
Sahni, Yuvraj
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Bldg Environm & Energy Engn, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R China
Sahni, Yuvraj
Chen, Qianyi
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R China
Chen, Qianyi
Jiang, Shan
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R China
Jiang, Shan
Yang, Lei
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Sch Software Engn, Guangzhou 510641, Peoples R ChinaHong Kong Polytech Univ, Dept Comp, Hong Kong, Peoples R China