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Reactive Power Optimization Based on Improved Particle Swarm Optimization Algorithm Considering Voltage Quality
- Source :
- Advanced Materials Research. :4721-4726
- Publication Year :
- 2011
- Publisher :
- Trans Tech Publications, Ltd., 2011.
-
Abstract
- With the target of voltage quality, an improved PSO algorithm is proposed in reactive power optimization(RPO) of power system. The algorithm adopts some way of chaos theory and flexible inertia weight based on basic PSO and suitable penalty factor on function constraint, which can overcome limitations of partial constringency in basic PSO and improve the efficiency in global optimizing. The simulation of IEEE-14-buse shows this algorithm has better convergence than basic PSO algorithm.
- Subjects :
- Mathematical optimization
Engineering
business.industry
MathematicsofComputing_NUMERICALANALYSIS
General Engineering
Particle swarm optimization
Function (mathematics)
AC power
Constraint (information theory)
Electric power system
Control theory
Convergence (routing)
Multi-swarm optimization
business
Algorithm
Voltage
Subjects
Details
- ISSN :
- 16628985
- Database :
- OpenAIRE
- Journal :
- Advanced Materials Research
- Accession number :
- edsair.doi...........addef156c66d2ea92dfa8819d3346f65
- Full Text :
- https://doi.org/10.4028/www.scientific.net/amr.383-390.4721