dynamic networking;
graph theory;
nondominated sorting genetic algorithm II;
regional multi‐
microgrid;
ACTIVE DISTRIBUTION NETWORKS;
ENERGY MANAGEMENT-SYSTEM;
POWER;
STORAGE;
GENERATION;
STRATEGY;
DISPATCH;
MODEL;
UNCERTAINTIES;
RELIABILITY;
D O I:
10.1002/2050-7038.12687
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
With the rapid development of microgrids, dynamic regional multi-microgrid networks are emerging as an efficient and flexible solution in smart distribution networks. To optimize the dynamic networking of multi-microgrid for better economics and reliability, this article proposes an evolutionary optimization method based on graph theory. This article first reviews the need for dynamic networking in multi-microgrids. Then a dynamic networking model is proposed based on graph theory and solved by the nondominated sorting genetic algorithm II, which can provide a set of Pareto-optimal solutions efficiently. The proposed method is tested by a regional multi-microgrid network in an industrial park in Northern China. The results showed that the daily operating costs of the regional multi-microgrid can be reduced by 17.4% with the proposed dynamic networking method. When faults are considered, the daily operation costs can be reduced by 11.0%, and the system average interruption frequency index value is reduced from 0.27 to 0.19. The results also demonstrated the efficiency of the proposed algorithm over other evolutionary computing methods in terms of both runtime and convergence with promising applications in real world scenarios. Through simulations in the IEEE 33-node system, different operation programs are provided according to the preferences of operators under normal conditions. The operating cost and active power loss are reduced under failure conditions, which shows the effectiveness of the proposed method. The work in this article is expected to provide some reference for the application of regional multi-microgrid.
机构:
State Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Zhao, Bo
Qiu, Haifeng
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Sch Elect Engn, Nanjing 210096, Jiangsu, Peoples R ChinaState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Qiu, Haifeng
Qin, Ruwen
论文数: 0引用数: 0
h-index: 0
机构:
Missouri Univ Sci & Technol, Dept Engn Management & Syst Engn, Rolla, MO 65409 USAState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Qin, Ruwen
Zhang, Xuesong
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Zhang, Xuesong
Gu, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Sch Elect Engn, Nanjing 210096, Jiangsu, Peoples R ChinaState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Gu, Wei
Wang, Caisheng
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USAState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Zhou, Zhenyu
Xiong, Fei
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Xiong, Fei
Huang, Biyao
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Corp China, Global Energy Interconnect Res Inst, Beijing 102209, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Huang, Biyao
Xu, Chen
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Xu, Chen
Jiao, Runhai
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Jiao, Runhai
Liao, Bin
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Liao, Bin
Yin, Zhongdong
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Yin, Zhongdong
Li, Jianqi
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Corp China, Global Energy Interconnect Res Inst, Beijing 102209, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
机构:
State Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Zhao, Bo
Qiu, Haifeng
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Sch Elect Engn, Nanjing 210096, Jiangsu, Peoples R ChinaState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Qiu, Haifeng
Qin, Ruwen
论文数: 0引用数: 0
h-index: 0
机构:
Missouri Univ Sci & Technol, Dept Engn Management & Syst Engn, Rolla, MO 65409 USAState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Qin, Ruwen
Zhang, Xuesong
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Zhang, Xuesong
Gu, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Southeast Univ, Sch Elect Engn, Nanjing 210096, Jiangsu, Peoples R ChinaState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Gu, Wei
Wang, Caisheng
论文数: 0引用数: 0
h-index: 0
机构:
Wayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USAState Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Zhou, Zhenyu
Xiong, Fei
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Xiong, Fei
Huang, Biyao
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Corp China, Global Energy Interconnect Res Inst, Beijing 102209, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Huang, Biyao
Xu, Chen
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Xu, Chen
Jiao, Runhai
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Jiao, Runhai
Liao, Bin
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Liao, Bin
Yin, Zhongdong
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
Yin, Zhongdong
Li, Jianqi
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Corp China, Global Energy Interconnect Res Inst, Beijing 102209, Peoples R ChinaNorth China Elect Power Univ, Sch Elect & Elect Engn, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China