Distributed Smart Decision-Making for a Multimicrogrid System Based on a Hierarchical Interactive Architecture

被引:123
作者
Marzband, Mousa [1 ,2 ]
Parhizi, Narges [2 ]
Savaghebi, Mehdi [3 ]
Guerrero, Josep M. [3 ]
机构
[1] Univ Manchester, Fac Engn & Phys Sci, Elect Energy & Power Syst Grp, Sch Elect & Elect Engn, Manchester M13 9PL, Lancs, England
[2] Islamic Azad Univ, Dept Elect Engn, Lahijan Branch, Lahijan 1616, Guilan, Iran
[3] Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, Denmark
关键词
Bi-level stochastic programming; demand response; imperialist competition algorithm; multiple microgrid; optimal energy management system; optimal scheduling; responsive load demand; Tagochi algorithm; ENERGY MANAGEMENT-SYSTEM; VOLTAGE UNBALANCE COMPENSATION; EXPERIMENTAL VALIDATION; SECONDARY CONTROL; POWER-FLOW; MICROGRIDS; AC; GENERATION; ALGORITHM; QUALITY;
D O I
10.1109/TEC.2015.2505358
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this paper, a comprehensive real-time interactive energy management system (EMS) framework for the utility and multiple electrically coupled MGs is proposed. A hierarchical bi-level control scheme (BLCS) with primary and secondary level controllers is applied in this regard. The proposed hierarchical architecture consists of sub-components of load demand prediction, renewable generation resource integration, electrical power-load balancing, and responsive load demand. In the primary level, EMSs are operating separately for each microgrid (MG) by considering the problem constraints, power set-points of generation resources, and possible shortage or surplus of power generation in the MGs. In the proposed framework, minimum information exchange is required among MGs and the distribution system operator. It is a highly desirable feature in future distributed EMS. Various parameters such as load demand and renewable power generation are treated as uncertainties in the proposed structure. In order to handle the uncertainties, Taguchi's orthogonal array testing approach is utilized. Then, the shortage or surplus of the MGs power should be submitted to a central EMS in the secondary level. In order to validate the proposed control structure, a test system is simulated and optimized based on multiperiod imperialist competition algorithm. The obtained results clearly show that the proposed BLCS is effective in achieving optimal dispatch of generation resources in systems with multiple MGs.
引用
收藏
页码:644 / 655
页数:12
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