Flexible Optimal Operation of Battery Storage Systems for Energy Supply Networks

被引:115
作者
Gabash, Aouss [1 ]
Li, Pu [1 ]
机构
[1] Ilmenau Univ Technol, Inst Automat & Syst Engn, Dept Simulat & Optimal Proc, D-98684 Ilmenau, Germany
关键词
Distributed power generation; flexible battery management system (FBMS); optimal power flow; optimization methods; OPTIMAL POWER-FLOW; REACTIVE POWER; OPTIMIZATION;
D O I
10.1109/TPWRS.2012.2230277
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
Active-reactive optimal power flow (A-R-OPF) in distribution networks (DNs) with embedded wind generation and battery storage systems (BSSs) was proposed recently. The solution was based on a fixed length in the charge and discharge cycle for daily operations of BSSs. This can lead to a low profit when the profiles of renewable generators, demand and prices vary from day to day. In this paper, we extend the A-R-OPF method by developing a flexible battery management system (FBMS). This is accomplished by optimizing the lengths (hours) of charge and discharge periods of BSSs for each day, leading to a complex mixed-integer nonlinear program (MINLP). An iterative two-stage framework is proposed to address this problem. In the upper stage, the integer variables (i.e., hours of charge and discharge periods) are optimized and delivered to the lower stage. In the lower stage the A-R-OPF problem is solved by a NLP solver and the resulting objective function value is brought to the upper stage for the next iteration. It can be shown through a case study that a flexible operation strategy will achieve a considerably higher profit than by a fixed operation strategy of BSSs.
引用
收藏
页码:2788 / 2797
页数:10
相关论文
共 32 条
[1]
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
[2]
ADBY PR, 1974, INTRO OPTIMIZATION M
[3]
[Anonymous], THESIS KARLSRUHE I T
[4]
[Anonymous], P 21 INT C EXH EL DI
[5]
[Anonymous], VDE STUD EN STOR POW
[6]
[Anonymous], 2003, SAND20032783 SAND NA
[7]
[Anonymous], ENTSO E OV TRANSM TA
[8]
[Anonymous], TIME OF USE PRICES
[9]
[Anonymous], IEEE T SUST IN PRESS
[10]
[Anonymous], 1995, 1995 IEEE INT C