An Optimal Power Allocation Scheme of Microgrid Using Grey Wolf Optimizer

被引:13
|
作者
Zhang, Jiancheng [1 ]
Wang, Xinsheng [1 ]
Ma, Lingyu [2 ]
机构
[1] Harbin Inst Technol, Dept Control Sci & Engn, Weihai 264209, Peoples R China
[2] Shandong Management Univ, Dept Informat Engn, Jinan 25000, Shandong, Peoples R China
来源
IEEE ACCESS | 2019年 / 7卷
关键词
Consensus; grey wolf optimization; microgrid; power allocation; power sharing; BATTERY ENERGY-STORAGE; OPERATION MANAGEMENT; COOPERATIVE CONTROL; GENERATION; FREQUENCY; ALGORITHM; SYSTEM;
D O I
10.1109/ACCESS.2019.2942352
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
There are some existing power management methods considering economic factors, but these methods are limited by xed structure of microgrid (MG) and mathematical model, which will be out of effect once the structure changes. In order to obtain the optimal power allocation scheme, this paper proposed the grey wolf optimization (GWO) for the distributed hierarchical control structure of MG, considering the economic dispatching problem. Firstly, the distributed generators (DGs) ofMGare considered as multi-agent system, and the secondary controller is constructed. Secondly, the objective function and constraints ofGWO are established. Thirdly, the calculation results of GWO are taken as the input of secondary controller, which are called virtual rated power (VRP). Finally, by adjusting VRP dynamically, the on-line real-time optimal power distribution of MG is achieved, and the system stability is proved by multi-agent consensus theory. This power allocation scheme is more exible to realize the plug-and-play capability. The simulation model is established in Matlab/Simulink environment, and the simulation results show that the method is effective.
引用
收藏
页码:137608 / 137619
页数:12
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