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