Real-Time Economic Dispatch Considering Renewable Power Generation Variability and Uncertainty Over Scheduling Period

被引:202
作者
Reddy, S. Surender [1 ]
Bijwe, P. R. [2 ]
Abhyankar, A. R. [2 ]
机构
[1] Woosong Univ, Dept Railrd & Elect Engn, Taejon 300718, South Korea
[2] Indian Inst Technol Delhi, Dept Elect Engn, New Delhi 110016, India
来源
IEEE SYSTEMS JOURNAL | 2015年 / 9卷 / 04期
关键词
Automatic generation control (AGC); economic dispatch (ED); electricity markets; renewable energy sources; uncertainty; variability; OPERATING RESERVES; WIND; LOAD; AVAILABILITY;
D O I
10.1109/JSYST.2014.2325967
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Real-time economic dispatch (RTED) is performed every 5-15 min with the static snapshot forecast data. During the period between two consecutive schedules, generators participate in managing power imbalance, based on participation factors (PFs) from previous economic dispatch (ED). In modern power systems with considerable renewable energy sources that have high variability, this conventional approach may not adequately accommodate the economic implication of the said variability. This paper proposes the evaluation of "best-fit" PFs by taking into account the minute-to-minute variability of solar, wind, and load demand, for a scheduling period. Since "best-fit" PFs are evaluated only once, i.e., at the start of scheduling interval, the dimensionality of optimization problem remains the same as that of conventional approach. The proposed approach is suggested for sequential and dynamic variants. Results for two test systems have been obtained to verify the benefit of the proposed approach.
引用
收藏
页码:1440 / 1451
页数:12
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