Title :
On the efficiency of an alternative codification for multiobjective service restoration in electric distribution networks
Author :
Garcia, Vinícius Jacques ; Bernardon, Daniel Pinheiro ; Ferreira, Adriana Scheffer Quintela ; França, Paulo Morelato
Author_Institution :
Univ. Fed. do Pampa - UNIPAMPA, Alegrete, Brazil
Abstract :
This paper proposes an alternative codification to solve the service restoration in electric power distribution networks using a SPEA2 multiobjective evolutionary algorithm, assuming the minimization of both the load not supplied and the number of switching operations involved in the restoration plan. Constrains as the line, power source and voltage drop limits in order to avoid the activation of protective devices are all included in the proposed algorithm. Experimental results have shown the convenience on considering these new representations in the sense of feasibility maintenance and also in the sense of better approximation to the Pareto set.
Keywords :
Pareto optimisation; distribution networks; evolutionary computation; power system restoration; Pareto set; SPEA2 multiobjective evolutionary algorithm; alternative codification; electric power distribution networks; multiobjective service restoration; protective devices; Evolutionary computation; Expert systems; Fuzzy sets; Genetic algorithms; Minimization methods; Power supplies; Power system protection; Power system restoration; Switches; Voltage; Distribution networks; Genetic algorithms; Multiobjective optimization; Power systems; Service restoration;
Conference_Titel :
Universities Power Engineering Conference (UPEC), 2009 Proceedings of the 44th International
Conference_Location :
Glasgow
Print_ISBN :
978-1-4244-6823-2