Title :
Exploiting the Use of DC SCOPF Approximation to Improve Iterative AC SCOPF Algorithms
Author :
Marano-Marcolini, Alejandro ; Capitanescu, Florin ; Martinez-Ramos, J.L. ; Wehenkel, L.
Author_Institution :
Dept. of Electr. Eng., Univ. of Seville, Seville, Spain
Abstract :
This paper focuses on improving the solution techniques for the AC SCOPF problem of active power dispatch by using the DC SCOPF approximation within the SCOPF algorithm. Our approach brings two benefits compared with benchmark SCOPF algorithms: it speeds up the solution of an iterative AC SCOPF algorithm thanks to a more efficient identification of binding contingencies and allows improving the objective by an appropriate choice of a limited number of corrective actions for each contingency. The proposed approach is illustrated on five test systems of 60, 118, 300, 1203, and 2746 buses.
Keywords :
approximation theory; iterative methods; load dispatching; load flow; power system security; DC SCOPF approximation; active power dispatch; benchmark SCOPF algorithm; iterative AC SCOPF algorithms; security-constrained optimal power flow; Contingency filtering; DC approximation; mixed-integer linear programming (MILP); nonlinear programming; security-constrained optimal power flow (SCOPF);
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2012.2186469