Game-Theoretic Cold-Start Transient Optimization in DC Microgrids

被引:33
作者
Ekneligoda, Nishantha C. [1 ]
Weaver, Wayne W. [2 ]
机构
[1] Tuskegee Univ, Dept Elect Engn, Tuskegee, AL 36088 USA
[2] Michigan Technol Univ, Dept Elect Engn, Houghton, MI 49931 USA
基金
美国国家科学基金会;
关键词
Distributed control; game theory; microgrids; POWER; MANAGEMENT;
D O I
10.1109/TIE.2014.2316254
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An interconnected electrical network that has electrical sources and loads makes a small-scale power system (SSPS). These systems have low inertia, which makes the modeling and controlling of them dissimilar to that of traditional large-scale power systems. A differential game-theoretic framework allows for the design of the distributed control structures for SSPS with player dynamics under simultaneous player movement. Under this approach, both loads and sources are defined as players in the system to form a game of energy between them. Gametheory-based modeling is necessary in this case since it optimizes the multiobjective optimization problem based on local control without the need for a communication channel. In this paper, a differential game-theoretic approach is used for path optimization of load players during a cold start that minimizes losses and achieves a desired steady-state operating point. Example simulation cases are obtained for a dc power system that has nine buses and dynamic load players. This power system is used to show the applicability, effectiveness, and performances of the proposed concepts. However, this method can be easily applied to other types of larger dc or ac networks. Finally, experimental results are yielded to validate the theoretical results and show that the proposed controller has higher performance compared with the traditional proportional-integral controller during transients.
引用
收藏
页码:6681 / 6690
页数:10
相关论文
共 30 条
[1]   A globally stable adaptive congestion control scheme for Internet-style networks with delay [J].
Alpcan, T ;
Basar, T .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2005, 13 (06) :1261-1274
[2]   DC Voltage Controller for Asymmetric-Twin-Converter-Topology-Based High-Power STATCOM [J].
Anand, Sandeep ;
Fernandes, B. G. ;
Chatterjee, Kishore .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (01) :11-19
[3]  
Andreoiu A, 2005, IEEE POWER ENG SOC, P584
[4]  
[Anonymous], P POW EN ENG C APPEE
[5]   Integrated Solution for Microgrid Power Quality Assurance [J].
Azizi, Mahdi ;
Fatemi, Alireza ;
Mohamadian, Mustafa ;
Varjani, Ali Yazdian .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 2012, 27 (04) :992-1001
[6]   The Load as an Energy Asset in a Distributed DC SmartGrid Architecture [J].
Balog, Robert S. ;
Weaver, Wayne W. ;
Krein, Philip T. .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (01) :253-260
[7]  
Basar T, 1998, Dynamic Noncooperative Game Theory
[8]   Multiobjective Intelligent Energy Management for a Microgrid [J].
Chaouachi, Aymen ;
Kamel, Rashad M. ;
Andoulsi, Ridha ;
Nagasaka, Ken .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2013, 60 (04) :1688-1699
[9]  
Crow M., 2004, COMPUTATIONAL METHOD
[10]   A Distributed Control Strategy for Coordination of an Autonomous LVDC Microgrid Based on Power-Line Signaling [J].
Dragicevic, Tomislav ;
Guerrero, Josep M. ;
Vasquez, Juan C. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (07) :3313-3326