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Keywords
(12)
Distributed System
Expert Knowledge
Fuzzy Logic
multiobjective genetic algorithm
multiobjective optimization
Optimal Solution
pareto front
Reactive Power Control
Satisfiability
Search Space
Voltage Regulator
Automatic Voltage Regulator
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Multiobjective Optimization and Fuzzy Logic Applied to Planning of the Volt/Var Problem in Distributions Systems
Multiobjective Optimization and Fuzzy Logic Applied to Planning of the Volt/Var Problem in Distributions Systems,10.1109/TPWRS.2010.2042734,IEEE Trans
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Multiobjective Optimization and Fuzzy Logic Applied to Planning of the Volt/Var Problem in Distributions Systems
(
Citations: 2
)
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Benemar Alencar de Souza
,
Angelo Márcio Formiga de Almeida
This paper deals with integrated voltage and
reactive power control
(volt/var) for radial distribution feeders in planning issues, by means of the application of automatic voltage regulators (AVRs) banks and capacitors. A
multiobjective genetic algorithm
(SPEA2) improved using
fuzzy logic
is presented to solve the volt/var 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. The algorithm is evaluated for a known 69-bus feeder in the literature of the subject. The obtained results demonstrate that the proposed method provides good concordance between the obtained solution and the Pareto front.
Journal:
IEEE Transactions on Power Systems - IEEE TRANS POWER SYST
, vol. 25, no. 3, pp. 1274-1281, 2010
DOI:
10.1109/TPWRS.2010.2042734
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Citation Context
(1)
...Most prior work on IVVC is based on determining the optimal solution (on/off, tap settings) only for the current time instead of an optimal schedule for the entire day [3], [4], [
5
], [6], [7], [8], [9]...
Michael J. Krok
,
et al.
A coordinated optimization approach to Volt/VAr control for large powe...
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Citations
(2)
Evaluating conservation voltage reduction: An application of GridLAB-D: An open source software package
K. P. Schneider
,
J. C. Fuller
,
D. Chassin
Conference:
Power Engineering Society, IEEE General Meeting - PES
, pp. 1-6, 2011
A coordinated optimization approach to Volt/VAr control for large power distribution networks
Michael J. Krok
,
Sahika Genc
Published in 2011.