Title :
Optimal placement of switching devices in distribution networks using multi-objective genetic algorithm NSGAII
Author :
Mazidi, Mohammad Reza ; Aghazadeh, Milad ; Teshnizi, Yousef Ahmadi ; Mohagheghi, Erfan
Author_Institution :
Tehran Univ., Tehran, Iran
Abstract :
The main reason of customer unavailability is the events occurring in distribution networks. Hence, one of the most important issues should be considered is improving reliability of distribution networks. Installation of switching devices like sectionalizers along the network, positively affects the system reliability, but, of course, it involves utility cost. The main aim of this paper is to determine optimal number and place of sectionalizers in distribution networks. By considering non-linear and non-differentiable nature of problem, using common methods to solve the problem is not possible. In this paper the optimization problem is solved by multi-objective genetic algorithm NSGAII to minimize installation cost of sectionalizers, simultaneously improving reliability indices, i.e. System Average Interruption Duration Index (SAIDI), Expected customer interruption cost (ECOST). Effectiveness of the proposed algorithm is evaluated on a 50 feeder distribution network and simulation results are assessed.
Keywords :
genetic algorithms; power distribution reliability; ECOST; NSGAII; SAIDI; distribution networks; expected customer interruption cost; multiobjective genetic algorithm; optimization problem; sectionalizers; switching devices; system average interruption duration index; system reliability; utility cost; Genetic algorithms; Interrupters; Linear programming; Optimization; Reliability; Sociology; Statistics; Genetic algorithm; Switching devices placement; distribution networks; multi-objective optimization; optimizing reliability of system;
Conference_Titel :
Electrical Engineering (ICEE), 2013 21st Iranian Conference on
Conference_Location :
Mashhad
DOI :
10.1109/IranianCEE.2013.6599650