Title :
Multi-objective optimization of radial distribution networks using an effective implementation of the ε-constraint method
Author :
Paterakis, Nikolaos G. ; Santos, Sergio F. ; Catalao, Joao P. S. ; Bakirtzis, Anastasios G. ; Chicco, Gianfranco
Author_Institution :
IST, Univ. Beira Interior, Lisbon, Portugal
fDate :
Sept. 28 2014-Oct. 1 2014
Abstract :
Distribution Systems (DS) are usually structured as weakly-meshed but the majority of them operate with a radial topology, mainly in order to accommodate the protection coordination. Obtaining the optimal radial configuration under several criteria has been an active research topic for more than two decades. Because of the computational burden and the non-linearity of the problem, the majority of the proposed methods and techniques, single or multi-objective, use various meta-heuristics. The DS reconfiguration problem, respecting the radiality constraints, is formulated in this paper as a multi-objective Mixed-Integer Linear Programming (MILP) problem. An adequate representation of the Pareto set is produced using an improved implementation of the ε-constrained method. The objective is to determine the optimal radial configuration during several time intervals, minimizing the active power losses and the cost emerging from the switching operations. The proposed methodology is tested using a 16-node sample system.
Keywords :
Pareto optimisation; integer programming; linear programming; power distribution protection; ε-constraint method; 16-node sample system; DS reconfiguration problem; MILP problem; Pareto set representation; active power loss; metaheuristics technique; multiobjective mixed-integer linear programming problem; multiobjective optimization; protection coordination; radial distribution network system; Approximation methods; Educational institutions; Linear programming; Minimization; Optimization; Substations; Switches; ε-constraint method; Distribution system reconfiguration; Losses; multi-objective optimization; switching cost;
Conference_Titel :
Power Engineering Conference (AUPEC), 2014 Australasian Universities
Conference_Location :
Perth, WA
DOI :
10.1109/AUPEC.2014.6966505