A Comprehensive Battery Energy Storage Optimal Sizing Model for Microgrid Applications

被引:209
作者
Alsaidan, Ibrahim [1 ]
Khodaei, Amin [1 ]
Gao, Wenzhong [1 ]
机构
[1] Univ Denver, Dept Elect & Comp Engn, Denver, CO 80210 USA
基金
美国国家科学基金会;
关键词
Battery energy storage; distributed energy resource; microgrid; expansion planning; SYSTEM; GENERATION; WIND;
D O I
10.1109/TPWRS.2017.2769639
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Microgrids expansion problems with battery energy storage (BES) have gained great attention in recent years. To ensure reliable, resilient, and cost-effective operation of microgrids, the installed BES must be optimally sized. However, critical factors that have a great impact on the accuracy and practicality of the BES sizing results are normally overlooked. These factors include the wide range of characteristics for different technologies, the distributed deployment, the impact of depth of discharge and the number of charging/discharging cycles on the BES degradation, and the coordination of microgrid operation modes. Thus, this paper proposes a comprehensive BES sizing model for microgrid applications, which takes these critical factors into account when solving the microgrid expansion problem and accordingly returns the optimal BES size, technology, number, and maximum depth of discharge. The microgrid expansion problem is formulated using mixed integer linear programming. The nonlinear relationship between the BES depth of discharge and lifecycle is linearized using piecewise linearization technique and implemented to model the BES degradation. The proposed model is validated using a test microgrid. The conducted numerical simulation shows that the proposed model is able to determine the optimal BES size, technology, number, and maximum depth of discharge and further enhances the accuracy and practicality of the BES sizing solutions.
引用
收藏
页码:3968 / 3980
页数:13
相关论文
共 54 条
[1]   A new approach for optimal sizing of battery energy storage system for primary frequency control of islanded Microgrid [J].
Aghamohammadi, Mohammad Reza ;
Abdolahinia, Hajar .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 54 :325-333
[2]  
Alsaidan I., 2016, 2016 IEEE POWER ENER, P1, DOI DOI 10.1109/PESGM.2016.7741385
[3]  
[Anonymous], 2009, P IEEE PES POW SYST
[4]  
[Anonymous], IEEE T SMART GRID
[5]  
[Anonymous], 2012, SUMM REP 2012 DOE MI
[6]  
[Anonymous], 2010, SAND20100815 SANDIA
[7]  
[Anonymous], 2013, P POWER ENERGY STUDE
[8]  
Asensio M., IEEE Trans. Smart Grid
[9]  
Bahramirad S., 2012, INNOVATIVE SMART GRI, P1
[10]   Reliability-Constrained Optimal Sizing of Energy Storage System in a Microgrid [J].
Bahramirad, Shaghayegh ;
Reder, Wanda ;
Khodaei, Amin .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (04) :2056-2062