DocumentCode
1437338
Title
Spinning Reserve Estimation in Microgrids
Author
Wang, M.Q. ; Gooi, H.B.
Author_Institution
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
Volume
26
Issue
3
fYear
2011
Firstpage
1164
Lastpage
1174
Abstract
In this paper, a probabilistic methodology for estimating spinning reserve requirement in microgrids is proposed. The spinning reserve amount is determined by a tradeoff between reliability and economics. The unreliability of units and uncertainties caused by load and nondispatchable units are both considered. In order to reduce computation burden, various uncertainties are aggregated. A multistep method is proposed to efficiently consider the combinatorial characteristic of unit outage events. The computation efficiency of spinning reserve calculations can be greatly improved. The optimization is solved by mixed integer linear programming (MILP). Two case studies are carried out to illustrate the proposed method. Their results and discussions are also presented.
Keywords
combinatorial mathematics; distributed power generation; integer programming; linear programming; power distribution economics; power distribution reliability; combinatorial characteristic; computation efficiency; microgrids; mixed integer linear programming; multistep method; probabilistic methodology; spinning reserve estimation; unit outage events; Optimization; Probabilistic logic; Reliability; Spinning; Strontium; Uncertainty; Wind speed; Expected energy not supplied (EENS); microgrids; mixed integer linear programming (MILP); spinning reserve; uncertainty;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2010.2100414
Filename
5703162
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