A review of optimal control techniques applied to the energy management and control of microgrids

被引:73
作者
Minchala-Avila, Luis I. [1 ]
Garza-Castanon, Luis E. [2 ]
Vargas-Martinez, Adriana [2 ]
Zhang, Youmin [3 ]
机构
[1] Univ Cuenca, Cuenca 0101168, AZ, Ecuador
[2] Inst Tecnol & Estudios Super Monterrey, Monterrey, NL, Mexico
[3] Concordia Univ, Montreal, PQ H3G 1M8, Canada
来源
6TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT-2015), THE 5TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT-2015) | 2015年 / 52卷
关键词
Energy management; microgrids; optimal control;
D O I
10.1016/j.procs.2015.05.133
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a literature review on optimal control techniques for energy management and control of microgrids. A classification of references linked with the design and development of optimal energy management systems (EMS) is made, considering mainly the objective functions to be solved and also the optimization techniques used for solving optimal control problems (0CPs) related with reliable operations of microgrids. A hierarchical control architecture for the development of EMS is the most commonly found in literature, which implies the necessity of a telecommunications infrastructure to communicate a distributed control layer with an upper layer, where the optimization of the microgrid operation is done. Typically, this layer is developed at an entity called microgrid central controller (MGCC). A general architecture for optimal EMS is provided and analyzed in detail, as well as its future perspectives. (C) 2015 Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creavativecommons.org/licesses/by-nc-nd/4.0/). Peer-review under responsibility of the Conference Program Chairs
引用
收藏
页码:780 / 787
页数:8
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