NDLI: Transient model parameters identification of transformer based on PSO algorithm

Content Provider	IEEE Xplore Digital Library
Author	Valii, M. Bigdeli, M. Hojjatiparast, F.
Copyright Year	2013
Description	Author affiliation: Dept. of Electr. Eng., Islamic Azad Univ., Zanjan, Iran (Valii, M.; Bigdeli, M.; Hojjatiparast, F.)
Abstract	In this paper a novel model for analyzing the transient state of the distribution transformers is proposed. The presented model is as simple that the simulation process can be conducted so fast and easy and also its application in the form of a two port element in power network is possible. By considering the complexity of the analytical methods, Particles Swarm Optimization (PSO) algorithm is applied for estimation of the parameters of the transient model of the transformers. In order to do that, related tests were performed on a 2.5 MVA and 6300/420 V distribution transformers, after that, the desired parameters were estimated by the implemented PSO algorithm. Finally, by comparing the experimental and the estimated values, the reliability of the PSO algorithm in this case was evaluated. Also, a comparison between the obtained values in this research and the results of Genetic Algorithm (GA) and the analytical method were carried out. The result reveals the more capabilities and accuracies of the PSO algorithm.
Starting Page	1
Ending Page	5
File Size	781809
Page Count	5
File Format	PDF
e-ISBN	9781479906888
DOI	10.1109/EPECS.2013.6713048
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-10-02
Publisher Place	Turkey
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Measurement Parameter Estimation Analytical models Transformer Windings PSO Algorithm Conductors Vectors Transient
Content Type	Text
Resource Type	Article

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