Stochastic Multistage Coplanning of Transmission Expansion and Energy Storage

被引:169
作者
Qiu, Ting [1 ]
Xu, Bolun [1 ]
Wang, Yishen [1 ]
Dvorkin, Yury [1 ]
Kirschen, Daniel S. [1 ]
机构
[1] Univ Washington, Dept Elect Engn, Seattle, WA 98105 USA
关键词
Battery degradation; battery energy storage; stochastic optimization; transmission expansion; uncertainty; WIND POWER; GENERATION; MODEL;
D O I
10.1109/TPWRS.2016.2553678
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
Transmission expansion and energy storage increase the flexibility of power systems and, hence, their ability to deal with uncertainty. Transmission lines have a longer lifetime and a more predictable performance than energy storage, but they require a very large initial investment. While battery energy storage systems (BESS) can be built faster and their capacity can be increased gradually, their useful life is shorter because their energy capacity degrades with time and each charge and discharge cycle. Additional factors, such as the expected profiles of load and renewable generation significantly affect planning decisions. This paper proposes a stochastic, multistage, coplanning model of transmission expansion, and BESS that considers both the delays in transmission expansion and the degradation in storage capacity under different renewable generation and load increase scenarios. The proposed model is tested using a modified version of the IEEE-RTS. Sensitivity analyses are performed to assess how factors such as the planning method, the storage chemistry characteristics, the current transmission capacity, and the uncertainty on future renewable generation and load profiles affect the investment decisions.
引用
收藏
页码:643 / 651
页数:9
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