Title :
Optimal AC Distribution Systems Reconfiguration
Author :
Hijazi, Hassan L. ; Thiebaux, Sylvie
Author_Institution :
NICTA, Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
Convex power flow relaxations have become popular to alleviate difficulties with embedding the non-convex AC power flow equations into optimisation models, and to provide guarantees on the quality of feasible solutions generated by heuristic approaches. However, their use has almost universally been limited to purely continuous problems. This paper extends the reach of relaxations to reconfiguration problems with binary decision variables, such as minimal power loss, load balancing and power supply restoration. This is achieved by extending the relaxations of AC power flows to bear on the on/off nature of constraints featured in reconfiguration problems. This leads to an approach producing AC feasible solutions with provable optimality gaps, and to global optimal solutions in some cases. In terms of run time, the new models are competitive with state-of-the-art approximations which lack formal guarantees.
Keywords :
binary decision diagrams; convex programming; load flow; power distribution; power system restoration; relaxation theory; AC power flow relaxation; DC power flow; binary decision variables; distribution systems reconfiguration; load balancing; minimal power loss; on/off constraints; power supply restoration; provable optimality gap; Approximation methods; Equations; Mathematical model; Network topology; Optimization; Power supplies; Topology; AC Power Flow; Convex Relaxations; DC Power Flow; Distribution Systems Reconfiguration; Global Optimisation; MINLP; On/Off Constraints; Power Supply Restoration;
Conference_Titel :
Power Systems Computation Conference (PSCC), 2014
Conference_Location :
Wroclaw
DOI :
10.1109/PSCC.2014.7038420