Battery and backup generator sizing for a resilient microgrid under stochastic extreme events

被引:48
作者
Dong, Jiaojiao [1 ]
Zhu, Lin [1 ]
Su, Yu [1 ]
Ma, Yiwei [1 ]
Liu, Yilu [1 ,2 ]
Wang, Fred [1 ,2 ]
Tolbert, Leon M. [1 ,2 ]
Glass, Jim [3 ]
Bruce, Lilian [3 ]
机构
[1] Univ Tennessee, Dept Elect Engn & Comp Sci, Knoxville, TN 37996 USA
[2] Oak Ridge Natl Lab, Oak Ridge, TN USA
[3] Elect Power Board Chattanooga, Chattanooga, TN USA
关键词
stochastic processes; linear programming; power grids; distributed power generation; photovoltaic power systems; power distribution faults; battery storage plants; probability; integer programming; power generation reliability; resilient microgrid; stochastic extreme events; battery energy storage; grid-tied microgrid; backup generator capacity; optimal battery; stochastic event occurrence time; critical customer interruption time; stochastic islanding time window; stochastic ITW constraint; power outages; realistic grid-tied PV-based microgrid; ENERGY-STORAGE; DISTRIBUTION-SYSTEMS; OPTIMIZATION; OPERATION; ENHANCEMENT; MANAGEMENT; U.S;
D O I
10.1049/iet-gtd.2018.5883
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
Owing to the recent power outages caused by extreme events, installing battery energy storage and backup generators is important to improve resiliency for a grid-tied microgrid. In the design stage, the event occurrence time and duration, which are highly uncertain and cannot be effectively predicted, may affect the needed battery and backup generator capacity but are usually assumed to be pre-determined in utility planning tools. This study investigates the optimal battery and backup generator sizing problem considering the stochastic event occurrence time and duration for the grid-tied microgrid under islanded operation. The reliability requirement is quantified by the mean value of the critical customer interruption time in each stochastic islanding time window (ITW), whose length is the duration and the centre is the occurrence time. The stochastic ITW constraint is then transformed to a probability-weighted expression to derive an equivalent Mixed Integer Linear Programming model. Numerical simulations on a realistic grid-tied PV-based microgrid demonstrate that the total cost is reduced by 11.5% considering the stochastic ITW, compared with the deterministic ITW under the same reliability requirement.
引用
收藏
页码:4443 / 4450
页数:8
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