DocumentCode :
61258
Title :
Identification of Umbrella Constraints in DC-Based Security-Constrained Optimal Power Flow
Author :
Ardakani, Ali Jahanbani ; Bouffard, Francois
Author_Institution :
Dept. of Electr. & Comput. Eng., McGill Univ., Montreal, QC, Canada
Volume :
28
Issue :
4
fYear :
2013
fDate :
Nov. 2013
Firstpage :
3924
Lastpage :
3934
Abstract :
Security-constrained optimal power flow (SCOPF) problems are essential tools to transmission system operators for long-term and operational planning and real-time operation. The general goal of SCOPF problems is to optimize electricity network operation while ensuring that operational and planning decisions are consistent with technical limits under both pre- and post-contingency states. The solution of SCOPF problems is challenging because of the inherent size and scope of modern grids. As empirical evidence and longstanding operator experience show, relatively few of the constraints of SCOPF problems actually serve to enclose their feasible region. Hence, all those constraints not contributing directly to set up the SCOPF feasible space are superfluous and could be discarded. In light of this observation, this paper proposes an optimization-based approach for identifying so-called umbrella constraints in SCOPF problems where the network operation is approximated by the dc power flow. Umbrella constraints are constraints which are necessary and sufficient to the description of the feasible set of an SCOPF problem. The resulting umbrella constraint discovery problem (UCD) is a convex optimization problem with a linear objective function. For SCOPF problems of practical importance, the UCD is also quite large and requires the use of a decomposition technique. In this paper, we concentrate on an SCOPF formulation for preventive security generation dispatch. We show that by removing superfluous constraints, the resulting sizes of SCOPF problems are much smaller and can be solved significantly faster.
Keywords :
convex programming; decision making; load flow; power generation dispatch; power system security; power transmission planning; DC-based security-constrained optimal power flow; SCOPF problems; convex optimization problem; decisions planning; electricity network operation; long-term planning; operational decisions; operational planning; optimization-based approach; post-contingency states; preventive security generation dispatch; real-time operation; superfluous constraints; transmission system operators; umbrella constraint discovery problem; umbrella constraints identiiication; Electric potential; Electricity; Linear programming; Optimization; Planning; Security; Vectors; Computational complexity; contingencies; convex optimization; generation dispatch; linear programming; preventive control; security-constrained optimal power flow; umbrella constraint;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/TPWRS.2013.2271980
Filename :
6570746
Link To Document :
بازگشت