TY - GEN
T1 - Optimization of unbalanced power distribution networks via semidefinite relaxation
AU - Dall'Anese, Emiliano
AU - Giannakis, Georgios B.
AU - Wollenberg, Bruce F.
PY - 2012
Y1 - 2012
N2 - The papers considers an economic dispatch problem for unbalanced three-phase power distribution networks with distributed generation (DG) units. The objective is to minimize the overall active power supplied by the DG units and drawn from the substation, subject to constraints on the voltage magnitudes at the nodes, and on the power factor (PF) at the substation. The latter constraint is also applied to nodes equipped with capacitor banks. Similar to its optimal power flow counterparts for balanced systems, the formulated optimization problem is nonconvex. Nevertheless, a semidefinite relaxation technique is advocated to obtain a relaxed convex problem solvable in polynomial-time complexity. Numerical tests on the IEEE 13-node test feeder demonstrate the ability of the proposed method to attain the globally optimal solution of the original nonconvex problem.
AB - The papers considers an economic dispatch problem for unbalanced three-phase power distribution networks with distributed generation (DG) units. The objective is to minimize the overall active power supplied by the DG units and drawn from the substation, subject to constraints on the voltage magnitudes at the nodes, and on the power factor (PF) at the substation. The latter constraint is also applied to nodes equipped with capacitor banks. Similar to its optimal power flow counterparts for balanced systems, the formulated optimization problem is nonconvex. Nevertheless, a semidefinite relaxation technique is advocated to obtain a relaxed convex problem solvable in polynomial-time complexity. Numerical tests on the IEEE 13-node test feeder demonstrate the ability of the proposed method to attain the globally optimal solution of the original nonconvex problem.
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U2 - 10.1109/NAPS.2012.6336350
DO - 10.1109/NAPS.2012.6336350
M3 - Conference contribution
AN - SCOPUS:84870492154
SN - 9781467323086
T3 - 2012 North American Power Symposium, NAPS 2012
BT - 2012 North American Power Symposium, NAPS 2012
T2 - 2012 North American Power Symposium, NAPS 2012
Y2 - 9 September 2012 through 11 September 2012
ER -