DocumentCode :
111494
Title :
Computational Study of Security Constrained Economic Dispatch With Multi-Stage Rescheduling
Author :
Yanchao Liu ; Ferris, Michael C. ; Feng Zhao
Author_Institution :
Dept. of Ind. & Syst. Eng., Univ. of Wisconsin-Madison, Madison, WI, USA
Volume :
30
Issue :
2
fYear :
2015
fDate :
Mar-15
Firstpage :
920
Lastpage :
929
Abstract :
We model post-contingency corrective actions in the security-constrained economic dispatch and consider multiple stages of rescheduling to meet different security constraints. The resulting linear program is not solvable by traditional LP methods due to its large size. We devise and implement a series of algorithmic enhancements based on the Benders´ decomposition method to ameliorate the computational difficulty. These enhancements include reducing the number of subproblems, solving the LPs faster by using appropriate solver options, harnessing parallel computing and treating difficult contingencies separately by integrating an independent “feasibility checker” process in the algorithm. In addition, we propose a set of online measures to diagnose and correct infeasibility issues encountered in the solution process. The overall solution approach, coded directly in GAMS, is able to process the “N-1” contingency list in 10 min for all large network cases (e.g., the Polish 2383-bus case) available for experiments.
Keywords :
linear programming; power generation dispatch; power generation economics; power generation scheduling; power system security; Bender decomposition method; GAMS; N-1 contingency list; algorithmic enhancements; independent feasibility checker process; linear programming; multistage rescheduling; parallel computing; post-contingency corrective action modelling; power generation dispatch; security constrained economic dispatch; time 10 min; traditional LP methods; Computational modeling; Economics; Mathematical model; Power system reliability; Reliability; Security; Software; Contingency management; mathematical programming; optimization methods; power generation dispatch; power system reliability;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/TPWRS.2014.2336667
Filename :
6866261
Link To Document :
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