Energy Management for Lifetime Extension of Energy Storage System in Micro-Grid Applications

被引:173
作者
Duong Tran [1 ]
Khambadkone, Ashwin M. [1 ]
机构
[1] Natl Univ Singapore, Singapore 117576, Singapore
关键词
Energy management; energy storage; micro-grid; Peukert lifetime energy throughput; CONTROL STRATEGIES; BATTERY; OPTIMIZATION; VALIDATION; INVERTERS;
D O I
10.1109/TSG.2013.2272835
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
Energy storage is needed in micro-grid to help solve the problem of intermittency introduced by renewable energy sources, enhance power quality and improve controllability of power flow. This paper presents an energy manager for energy storage system (ESS) in micro-grids. The objectives of the energy manager are focused on improving the energy efficiency and extending the life expectancy of ESS while ensuring constraints of energy storage modules are complied with. To this end a smart local prediction and local scheduling algorithm is proposed. A battery lifetime model that uses the proposed Peukert lifetime energy throughput based on the workload of the battery is developed. Verification shows that in the long run, the energy manger can improve overall energy efficiency of ESS from 74.1% to 85.5%, and improve estimated lifetime of 2 Battery Packs in ESS from 3.6 years and 2.4 years to 5 years and 5.7 years respectively.
引用
收藏
页码:1289 / 1296
页数:8
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