DocumentCode :
3600551
Title :
Real-Time Economic Dispatch Considering Renewable Power Generation Variability and Uncertainty Over Scheduling Period
Author :
Surender Reddy, S. ; Bijwe, P.R. ; Abhyankar, A.R.
Author_Institution :
Dept. of Railroad & Electr. Eng., Woosong Univ., Daejeon, South Korea
Volume :
9
Issue :
4
fYear :
2015
Firstpage :
1440
Lastpage :
1451
Abstract :
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.
Keywords :
power generation dispatch; power generation economics; power generation scheduling; solar power; wind power; ED; RTED; load demand; participation factor; power imbalance management; real-time economic dispatch; renewable power generation variability; scheduling period; solar power; wind power; Economics; Generators; Optimization; Real-time systems; Uncertainty; Wind forecasting; Wind power generation; Automatic generation control (AGC); economic dispatch (ED); electricity markets; renewable energy sources; uncertainty; variability;
fLanguage :
English
Journal_Title :
Systems Journal, IEEE
Publisher :
ieee
ISSN :
1932-8184
Type :
jour
DOI :
10.1109/JSYST.2014.2325967
Filename :
6835204
Link To Document :
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