Secured Reserve Scheduling of Pumped-Storage Hydropower Plants in ISO Day-Ahead Market

被引:18
|
作者
Liu, Yikui [1 ]
Wu, Lei [1 ]
Yang, Yafei [1 ]
Chen, Yonghong [2 ]
Baldick, Ross [3 ]
Bo, Rui [4 ]
机构
[1] Stevens Inst Technol, ECE Dept, Hoboken, NJ 07030 USA
[2] Midcontinent ISO, Carmel, IN 46032 USA
[3] Univ Texas Austin, ECE Dept, Austin, TX 78712 USA
[4] Missouri Univ Sci & Technol, ECE Dept, Rolla, MO 65409 USA
关键词
Regulation; Hydroelectric power generation; Renewable energy sources; Fluctuations; Stochastic processes; Energy storage; Security; Pumped-storage hydropower; secured reserve schedule; energy-limited resource; unit commitment; ENERGY-STORAGE; UNIT COMMITMENT; JOINT ENERGY; SYSTEMS; POWER;
D O I
10.1109/TPWRS.2021.3077588
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
Due to their fast response ability and high ramping rates, pumped-storage hydropower (PSH) plants are playing an increasingly critical role in mitigating power generation fluctuations induced by the growing proliferation of renewable energy resources. However, because they are energy-limited resources, actual reserve deployment from PSHs would cause the deviation of state-of-charge (SOC) from the scheduled value, which, once accumulated over time, could induce potential violations of SOC limits and cause non-dispatchability of PSHs. In recognizing this potential issue, it can become important to securing the reserve schedule of PSHs and other energy limited resources preventively in the day-ahead market clearing. To ensure reserve dispatchability of PSHs despite SOC deviations, this paper proposes the reserve secure constraints, which are cast as a distributionally robust chance-constrained formulation by judiciously introducing random parameters to describe deployment ratios of scheduled regulation reserve from PSHs. These constraints are converted into tractable second-order cone constraints, and further approximated as linear constraints to be compatible with the current ISO day-ahead market clearing model. A modified IEEE 118-bus system with multiple PSHs is adopted to verify the proposed approach.
引用
收藏
页码:5722 / 5733
页数:12
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