Interactive Model for Energy Management of Clustered Microgrids

被引:90
作者
Lu, Tianguang [1 ]
Wang, Zhaoyu [2 ]
Ai, Qian [1 ]
Lee, Wei-Jen [3 ]
机构
[1] Shanghai Jiao Tong Univ, Shanghai 200240, Peoples R China
[2] Iowa State Univ, Ames, IA 50011 USA
[3] Univ Texas Arlington, Arlington, TX 76019 USA
基金
中国国家自然科学基金;
关键词
Energy management; microgrids (MGs); power distribution systems; renewable energy integration; responsive reserve; DYNAMIC ECONOMIC-DISPATCH; DISTRIBUTION-SYSTEM; GENETIC ALGORITHM; NETWORKED MICROGRIDS;
D O I
10.1109/TIA.2017.2657628
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The increasing integration of distributed renewable energy resources highlights the need to design new control strategies for hybrid wind turbine-photovoltaic (WT-PV)-battery microgrid (MG) clusters. This paper proposes a two-level optimization model for the coordinated energy management between distribution systems and clustered WT-PV-battery MGs. The upper level of the model deals with the operation of the distribution network, while the lower level considers the coordinated operation of multiple MGs. An interactive game matrix (IGM) is applied to coordinate the power exchange among multiple MGs, and between the distribution network and MGs. The model is solved by a modified hierarchical genetic algorithm. Case studies on a distribution system with MGs, as well as a practical multi-MG system, demonstrate the effectiveness of the proposed method in improving power quality, reliability, and environmental benefits.
引用
收藏
页码:1739 / 1750
页数:12
相关论文
共 45 条
[1]   Power-Sharing Method of Multiple Distributed Generators Considering Control Modes and Configurations of a Microgrid [J].
Ahn, Seon-Ju ;
Park, Jin-Woo ;
Chung, Il-Yop ;
Moon, Seung-Il ;
Kang, Sang-Hee ;
Nam, Soon-Ryul .
IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (03) :2007-2016
[2]   Nonconvex Economic Dispatch With AC Constraints by a New Real Coded Genetic Algorithm [J].
Amjady, Nima ;
Nasiri-Rad, Hadi .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (03) :1489-1502
[3]  
[Anonymous], 2002, IEEE POWER ENG REV
[4]  
[Anonymous], P EUR POW EL APPL SE
[5]   Leader-Follower Strategies for Energy Management of Multi-Microgrids [J].
Asimakopoulou, Georgia E. ;
Dimeas, Aris L. ;
Hatziargyriou, Nikos D. .
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (04) :1909-1916
[6]   Optimal Renewable Resources Mix for Distribution System Energy Loss Minimization [J].
Atwa, Y. M. ;
El-Saadany, E. F. ;
Salama, M. M. A. ;
Seethapathy, R. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (01) :360-370
[7]  
Bakkiyaraj R. A., 2013, P IET CHENN 4 INT C
[8]  
Chen Jie, 2013, Proceedings of the CSEE, V33, P57
[9]  
DAdamo C., 2009, P 20 INT C EXH EL DI, P1
[10]   A fast and elitist multiobjective genetic algorithm: NSGA-II [J].
Deb, K ;
Pratap, A ;
Agarwal, S ;
Meyarivan, T .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (02) :182-197