A Flexible Dispatch Margin for Wind Integration

被引:30
作者
Cardell, Judith B. [1 ,2 ]
Anderson, C. Lindsay [3 ]
机构
[1] Smith Coll, Picker Engn Program, Northampton, MA 01063 USA
[2] Smith Coll, Dept Comp Sci, Northampton, MA 01063 USA
[3] Cornell Univ, Dept Biol & Environm Engn, Ithaca, NY 14853 USA
基金
美国国家科学基金会;
关键词
AC OPF; ancillary services; demand response; flexible resources; Monte Carlo simulation; ramping product; renewables integration; wind power;
D O I
10.1109/TPWRS.2014.2337662
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
Integrating wind power into power systems contributes to existing variability in system operations. Current methods to mitigate this variability and uncertainty focus on using conventional generator ramping capability. There is also the option of using wind power itself to mitigate the variability and uncertainty that it introduces into the system. This paper introduces the concept of a flexible dispatch margin as a means for wind to participate in mitigating net variability and net uncertainty. In providing a flexible dispatch margin, wind generators under-schedule in the hour-ahead energy market in order to have additional expected flexibility available for the real-time market. The implementation of the flexible dispatch margin is analyzed in a two-stage optimization model with recourse to the flexible dispatch margin, flexible demand and generator ramping. This modeling framework combines Monte Carlo simulations with AC OPF analysis, using the IEEE 39-bus test system. Results show that use of the flexible dispatch margin decreases the reliance on peaking generators to mitigate net variability and uncertainty, and also decreases the frequency of price spike events, particularly as wind penetration increases from 10% to 30%. The analysis emphasizes the importance of increasing flexible resource capability as power system variability and uncertainty increase.
引用
收藏
页码:1501 / 1510
页数:10
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