DocumentCode :
1121046
Title :
Study of Partial Discharge Localization Using Ultrasonics in Power Transformer Based on Particle Swarm Optimization
Author :
Lijun Tang ; Richeng Luo ; Min Deng ; Jun Su
Author_Institution :
Changsha Univ. of Sci. & Technol., Changsha
Volume :
15
Issue :
2
fYear :
2008
fDate :
4/1/2008 12:00:00 AM
Firstpage :
492
Lastpage :
495
Abstract :
The partial discharge source localization by ultrasonic measurements in power transformers is studied by the Particle Swarm optimization (PSO), and the signal parameter estimated model of ultrasonic localization has been established on the basis of the propagation properties of the ultrasonic wave. The experiment result shows that the PSO algorithm possesses high calculation efficiency and high convergence speed, and can efficiently prevent the result from falling into the local optimum, the localization error of the PSO algorithm is clearly better than that of the Least-Square algorithm obviously.
Keywords :
parameter estimation; partial discharge measurement; particle swarm optimisation; power transformers; ultrasonic measurement; ultrasonic propagation; partial discharge localization; particle swarm optimization; power transformer; signal parameter estimated model; ultrasonic measurements; ultrasonic wave propagation; Constraint optimization; Genetic algorithms; Parameter estimation; Partial discharge measurement; Partial discharges; Particle measurements; Particle swarm optimization; Power measurement; Power transformers; Ultrasonic variables measurement;
fLanguage :
English
Journal_Title :
Dielectrics and Electrical Insulation, IEEE Transactions on
Publisher :
ieee
ISSN :
1070-9878
Type :
jour
DOI :
10.1109/TDEI.2008.4483469
Filename :
4483469
Link To Document :
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