Bilevel Optimization of Sizing and Control Strategy of Hybrid Energy Storage System in Urban Rail Transit Considering Substation Operation Stability

被引:8
作者
Dong, Hongzhi [1 ]
Tian, Zhongbei [2 ]
Spencer, Joseph W. [1 ]
Fletcher, David [3 ]
Hajiabady, Siavash [4 ]
机构
[1] Univ Liverpool, Dept Elect Engn & Elect, Liverpool L69 3BX, England
[2] Univ Birmingham, Sch Engn, Birmingham B15 2TT, England
[3] Univ Sheffield, Dept Mech Engn, Sheffield S10 2TN, England
[4] ETAP Automat Ltd, Milton Keynes MK9 1NA, England
来源
IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION | 2024年 / 10卷 / 04期
基金
英国工程与自然科学研究理事会;
关键词
Costs; Substations; Optimization; Batteries; State of charge; Resistance; Systems operation; Bilevel optimization; hybrid energy storage system (HESS); urban railway transit (URT); EFFICIENT OPERATION; MANAGEMENT; BATTERIES; POWER;
D O I
10.1109/TTE.2024.3385821
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
The hybrid energy storage system (HESS), which consists of battery and ultracapacitor (UC), can efficiently reduce the substation energy cost from grid and achieve the peak-shaving function, due to its characteristics of high-power density and high-energy density. The sizing of HESS affects the operation cost of whole system. Besides, operation stability (such as substation peak power and voltage fluctuations) is rarely considered in urban railway transit (URT) when sizing optimization of HESS is considered. Thus, this research proposes a sizing and control strategy optimization of HESS in URT. First, the mathematic model of URT with HESS is established, which is used to simulate URT and HESS operation state by a power flow analysis method. Then, based on the proposed HESS control principle, a bilevel optimization of HESS in URT is proposed. The master level aims to optimize the rated capacity and power of HESS, reducing total operational cost. Then, the HESS control strategy is optimized at slave level, reducing substation peak power and voltage fluctuations of URT. The case study is conducted based on the data of Merseyrail line in Liverpool. A comparison is also conducted, which shows that the proposed method can reduce daily operation cost by 12.68% of the substation, while the grid energy cost is decreased by 57.26%.
引用
收藏
页码:10102 / 10114
页数:13
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