Optimization;
Renewable energy sources;
Power grids;
Uncertainty;
Energy storage;
Real-time systems;
Demand response programs;
energy management system;
mixed integer linear programming;
multiagent system;
multi-microgrids;
NETWORKED MICROGRIDS;
DEMAND RESPONSE;
OPTIMIZATION;
OPERATION;
ALGORITHM;
SYSTEM;
D O I:
10.1109/ACCESS.2019.2955552
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
A new energy management framework for multi-microgrid (MMG) systems composed of high renewable energy sources (RES) is proposed in this paper. In traditional energy management system (EMS), battery energy storage system (BESS) is only considered in a single microgrid (MG) optimization model, which leads to underutilization of storage devices and waste of resources. Considering the advantages of local consumption of RES, this paper develops a hierarchical multi-agent energy management strategy. A two-step model aiming at maximizing the usage of RES is established to help determine the strategy. In the first step, the strategy is developed to maximize the local consumption of RES based on the demand response programs (DRP) and BESS within the independent MG. In the second step, the community BESS and BESSs are used to share the RES of multiple MGs for increasing the utilization ratio of RES. Simultaneously, the output of each controllable distributed generator (CDG) and the transaction with power grid are determined through a distributed adjustable power generation plan query library (DGPS). Moreover, the simulation with a three-MG system proves that the strategy can effectively increase the utilization ratio of RES and reduce the transaction with power grid compared to the traditional strategy.
机构:
Zhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaZhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Zhao, Bo
;
Zhang, Xuesong
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaZhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Zhang, Xuesong
;
Chen, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Elect Engn & Automat, Tianjin 300072, Peoples R ChinaZhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Chen, Jian
;
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 USAZhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Wang, Caisheng
;
Guo, Li
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Elect Engn & Automat, Tianjin 300072, Peoples R ChinaZhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
机构:
Zhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaZhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Zhao, Bo
;
Zhang, Xuesong
论文数: 0引用数: 0
h-index: 0
机构:
Zhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R ChinaZhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Zhang, Xuesong
;
Chen, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Elect Engn & Automat, Tianjin 300072, Peoples R ChinaZhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Chen, Jian
;
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 USAZhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R China
Wang, Caisheng
;
Guo, Li
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Univ, Sch Elect Engn & Automat, Tianjin 300072, Peoples R ChinaZhejiang Elect Power Corp Res Inst, Hangzhou 310014, Zhejiang, Peoples R China