Title :
Reduced-Complexity Semidefinite Relaxations of Optimal Power Flow Problems
Author :
Andersen, Mads Schaarup ; Hansson, Anders ; Vandenberghe, Lieven
Author_Institution :
Dept. of Appl. Math. & Comput. Sci., Tech. Univ. of Denmark, Lyngby, Denmark
Abstract :
We propose a new method for generating semidefinite relaxations of optimal power flow problems. The method is based on chordal conversion techniques: by dropping some equality constraints in the conversion, we obtain semidefinite relaxations that are computationally cheaper, but potentially weaker, than the standard semidefinite relaxation. Our numerical results show that the new relaxations often produce the same results as the standard semidefinite relaxation, but at a lower computational cost.
Keywords :
load flow; mathematical programming; power conversion; chordal conversion techniques; optimal power flow problems; reduced complexity semidefinite relaxations; Equations; Generators; Linear matrix inequalities; Optimization; Power transmission lines; System-on-chip; Transmission line matrix methods; Chordal conversion; optimal power flow; semi definite relaxation;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2013.2294479