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
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