Dynamic Reserve and Transmission Capacity Allocation in Wind-Dominated Power Systems

被引:10
|
作者
Viafora, Nicola [1 ]
Delikaraoglou, Stefanos [2 ]
Pinson, Pierre [3 ]
Hug, Gabriela [4 ]
Holboll, Joachim [5 ]
机构
[1] Univ Denmark, DTU Elektro, DK-2800 Lyngby, Denmark
[2] MIT, Lab Informat & Decis Syst, 77 Massachusetts Ave, Cambridge, MA 02139 USA
[3] Tech Univ Denmark, Dept Elect Engn, DK-2800 Lyngby, Denmark
[4] Swiss Fed Inst Technol, Informat Technol & Elect Engn, CH-8092 Zurich, Switzerland
[5] Tech Univ Denmark, Elect Engn, DK-2800 Lyngby, Denmark
关键词
Stochastic processes; Wind power generation; Procurement; Generators; Uncertainty; Resource management; Power system dynamics; Bilevel optimization; grid partitioning; stochastic programming; transmission capacity allocation; zonal reserve requirements; UNIT COMMITMENT; ENERGY; CONSTRAINTS;
D O I
10.1109/TPWRS.2020.3043225
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 large shares of wind power generation in electricity markets motivate higher levels of operating reserves. However, current reserve sizing practices fail to account for important topological aspects that might hinder their deployment, thus resulting in high operating costs. Zonal reserve procurement mitigates such inefficiencies, however, the way the zones are defined is still open to interpretation. This paper challenges the efficiency of predetermined zonal setups that neglect the location of stochastic power production in the system, as well as the availability, cost and accessibility of flexible generating units. To this end, we propose a novel reserve procurement approach, formulated as a two-stage stochastic bilevel model, in which the upper level identifies a number of contiguous reserve zones using dynamic grid partitioning and sets zonal requirements based on the total expected operating costs. Using two standard IEEE reliability test cases, we show how the efficient partitioning of reserve zones can reduce expected system cost and promote the integration of stochastic renewables.
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页码:3017 / 3028
页数:12
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