Optimal Control of Power Flows and Energy Local Storages in a Network of Microgrids Modeled as a System of Systems

被引:78
作者
Ouammi, Ahmed [1 ]
Dagdougui, Hanane [2 ]
Sacile, Roberto [2 ]
机构
[1] Natl Ctr Sci & Tech Res, Rabat 10102, Morocco
[2] Univ Genoa, Dept Informat Bioengn Robot & Syst Engn, I-16126 Genoa, Italy
关键词
Linear Quadratic Gaussian (LQG) control; optimal control; smart network of microgrids (SNMs); system of systems (SoSs); wind power microgrids; WIND-SPEED; MANAGEMENT; STRATEGIES; PROVISION; REAL;
D O I
10.1109/TCST.2014.2314474
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a centralized control model for optimal management and operation of a smart network of microgrids (SNMs) is designed. The proposed control strategy considers grid interconnections for additional power exchanges. This paper is based on an original Linear Quadratic Gaussian (LQG) problem definition for the optimal control of power flows in a SNMs. The control strategy incorporates storage devices, various distributed energy resources, and loads. The objective function aims to minimize the power exchanges among microgrids (MGs), and to make each local energy storage system in a MG works around a proper optimal value. The proposed model is evaluated through a case study in the Savona district, Italy, consisting of four MGs that cooperate together under an SNMs connected to a main grid. The case study shows that the proposed approach can effectively cope with the aim to decrease the intermittencies effects of renewable energy sources, and to manage real-time burst in the residential local demands.
引用
收藏
页码:128 / 138
页数:11
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