DocumentCode :
117272
Title :
Multiobjective optimization for Volt/Thd oroblem in distribution system
Author :
de Almeida, Angelo M. F. ; Pamplona, Franklin M. P. ; Braz, Helon D. M. ; da Silva, Jose A. C. B. ; Barros, Luciano S.
Author_Institution :
Fed. Univ. of Sergipe - UFS, Aracaju, Brazil
fYear :
2014
fDate :
July 30 2014-Aug. 1 2014
Firstpage :
287
Lastpage :
292
Abstract :
This paper deals with integrated voltage and harmonics distortion control (volt/THD) for radial distribution feeders in planning issues, by means of the application of automatic voltage regulators (AVRs) banks and harmonic passive filters. A multiobjective genetic algorithm (SPEA2) improved using fuzzy logic is presented to solve the VOLT/THD problem, since it is a combinatorial multiobjective optimization problem. The expert knowledge is taken into account via fuzzy logic in order to reduce the search space using voltage regulators in standard units. According to the multiobjective optimization fundamentals, an optimal solution ensemble is obtained, which concomitantly represents the solutions to both objectives, in such way that the operational restrictions of systems are satisfied. Two objectives have been established: voltage level deviation and total harmonic distortion. An algorithm is applied to harmonic analysis in radial systems, with application of models compatible with practical data. The algorithm is evaluated for a known 34-bus feeder in the literature of the subject.
Keywords :
distribution networks; fuzzy logic; genetic algorithms; harmonic distortion; power harmonic filters; voltage regulators; AVR; SPEA2; VOLT/THD problem; automatic voltage regulators; combinatorial multiobjective optimization problem; distribution system; fuzzy logic; harmonic passive filters; harmonics distortion control; integrated voltage; multiobjective genetic algorithm; radial distribution feeders; total harmonic distortion; Algorithm design and analysis; Biological cells; Harmonic filters; Regulators; Sociology; Statistics; Voltage control; Distribution Systems; Fuzzy Logic; Harmonic Filter; Multiobjective Optimization; Voltage Regulator;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nature and Biologically Inspired Computing (NaBIC), 2014 Sixth World Congress on
Conference_Location :
Porto
Print_ISBN :
978-1-4799-5936-5
Type :
conf
DOI :
10.1109/NaBIC.2014.6921893
Filename :
6921893
Link To Document :
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