Title :
Optimal reconfiguration of radial distribution systems using a fuzzy mutated genetic algorithm
Author :
Prasad, K. ; Ranjan, R. ; Sahoo, N.C. ; Chaturvedi, A.
Author_Institution :
Multimedia Univ., Melaka, Malaysia
fDate :
4/1/2005 12:00:00 AM
Abstract :
A new method based on a fuzzy mutated genetic algorithm for optimal reconfiguration of radial distribution systems (RDS) is presented. The proposed algorithm overcomes the combinatorial nature of the reconfiguration problem and deals with noncontinuous multi-objective optimization. The attractive features of the algorithm are: preservation of radial property of the network without islanding any load point by an elegant coding scheme and an efficient convergence characteristic attributed to a controlled mutation using fuzzy logic.
Keywords :
distribution networks; fuzzy logic; fuzzy set theory; genetic algorithms; coding scheme; convergence characteristic; fuzzy logic; fuzzy mutated genetic algorithm; multiobjective optimization; network configuration; optimal reconfiguration; radial distribution system; Biological cells; Convergence; Decoding; Fuzzy control; Fuzzy systems; Genetic algorithms; Genetic mutations; Open loop systems; Switches; Voltage; Fuzzy logic; genetic algorithm; network reconfiguration; radial distribution system;
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2005.844245