A Real-Time Power Allocation Algorithm and its Communication Optimization for Geographically Dispersed Energy Storage Systems

被引:38
作者
Xin, Huanhai [1 ]
Zhang, Meidan [1 ]
Seuss, John [2 ]
Wang, Zhen [1 ]
Gan, Deqiang [1 ]
机构
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Peoples R China
[2] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
基金
国家高技术研究发展计划(863计划);
关键词
Communication network; dispersed energy storage systems; distributed control; fair utilization; traveling salesman problem; PHOTOVOLTAIC GENERATORS; HIGH PENETRATION; CONSENSUS; STRATEGY; NETWORK; COST; FLOW;
D O I
10.1109/TPWRS.2013.2277592
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
The paper presents a distributed algorithm that regulates the power outputs of multiple dispersed energy storage systems (DESS), which can be used to provide desirable services for power systems, such as renewable generation output smoothing and secondary control. The algorithm is based on the cooperative control principle of network control theory and it satisfies both the power balance requirement of power systems and the fair utilization among the DESS. The most distinct feature of the algorithm is that each DESS only requires the information from its neighbors through some local communication networks (CN), utilizing a virtual leader embedded in one or several DESS to receive a power command signal. In addition, to improve the robustness of the CN among DESS, two optimization models are formulated to design the so-called "N - 1" redundant network, while considering both economic issues and convergence rate. These features enable the DESS under the algorithm to have both self-organizing and adaptive coordination properties under some adverse conditions. Simulation on the IEEE 123-bus distribution system validates the effectiveness of the proposed algorithm.
引用
收藏
页码:4732 / 4741
页数:10
相关论文
共 26 条
[1]
A Stochastic Optimization Approach to Rating of Energy Storage Systems in Wind-Diesel Isolated Grids [J].
Abbey, Chad ;
Joos, Geza .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (01) :418-426
[2]
Impact of energy storage costs on economical performance in a distribution substation [J].
Abou Chacra, F ;
Bastard, P ;
Fleury, G ;
Clavreul, W .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (02) :684-691
[3]
Optimal Allocation of ESS in Distribution Systems With a High Penetration of Wind Energy [J].
Atwa, Yasser Moustafa ;
El-Saadany, E. F. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (04) :1815-1822
[4]
Dominguez-Garcia AD, 2010, INT CONF SMART GRID, P537, DOI 10.1109/SMARTGRID.2010.5621991
[5]
Optimal Power Flow With Large-Scale Storage Integration [J].
Gayme, Dennice ;
Topcu, Ufuk .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (02) :709-717
[6]
Ghadimi Euhanna, 2011, 2011 American Control Conference - ACC 2011, P1668
[7]
Adaptive Voltage Control With Distributed Energy Resources: Algorithm, Theoretical Analysis, Simulation, and Field Test Verification [J].
Li, Huijuan ;
Li, Fangxing ;
Xu, Yan ;
Rizy, D. Tom ;
Kueck, John D. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (03) :1638-1647
[8]
Integrating distributed generation into electric power systems: A review of drivers, challenges and opportunities [J].
Lopes, J. A. Pecas ;
Hatziargyriou, N. ;
Mutale, J. ;
Djapic, P. ;
Jenkins, N. .
ELECTRIC POWER SYSTEMS RESEARCH, 2007, 77 (09) :1189-1203
[9]
Madjidian D, 2011, P AMER CONTR CONF, P5219
[10]
OPTIMAL BATTERY ENERGY-STORAGE SYSTEM (BESS) CHARGE SCHEDULING WITH DYNAMIC-PROGRAMMING [J].
MALY, DK ;
KWAN, KS .
IEE PROCEEDINGS-SCIENCE MEASUREMENT AND TECHNOLOGY, 1995, 142 (06) :453-458