The International Conference on Electrical Engineering/The International Conference on Electrical Engineering · 2006 · 40 citations · 37 references
EngineeringElectrical EngineeringDesign OptimizationOptimizationPower ElectronicsCombinatorial OptimizationEvolutionary OptimizationHeuristic OptimizationPower Grid AnalysisPower OptimizationPower QualityCapacitor PlacementHarmonic DistortionParticle Swarm OptimizationPlacementPower System OptimizationTotal Harmonic DistortionTotal Harmonic Distortion ReductionVoltage Harmonic Distortion
This paper proposes a binary particle swarm optimization (PSO) for optimal placement andsizing of fixed capacitor banks in radial distribution lines with nonsinusoidal substationvoltages. The objective function includes the cost of power losses and capacitor banks withconstraints which include limits on voltage, total harmonic distortion (THD) and sizes ofinstalled capacitors. A binary PSO applied to a test system and solutions of the binary PSOare compared with those of heuristic numerical algorithm that is based on the method of localvariations. Computer simulation shows that the harmonic components affect the optimalcapacitor placement and sizing.
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James Kennedy, R.C. Eberhart · 2002 · 47.5K citations
A discrete binary version of the particle swarm algorithm
James Kennedy, R.C. Eberhart · 2002 · 4.7K citations