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
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;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2010.2100414