Using Particle Swarm Optimization Algorithm for Transformer Transient Study

被引：0

作者：

Rashtchi, Vahid ^{[1
,2
]}

Rahimpour, Ebrahim ^{[3
]}

Mirzaei, Jaber ^{[1
]}

机构：

[1] Zanjan Univ, Dept Elect Engn, Zanjan, Iran

[2] Zanjan Univ, Fac Engn, Zanjan, Iran

[3] ABB AG, Power Prod Div, Transformers, D-53604 Bad Honnef, Germany

来源：

INTERNATIONAL REVIEW OF ELECTRICAL ENGINEERING-IREE | 2011年 / 6卷 / 03期

关键词：

Transformer; Transient Model; Parameter Identification; Particle Swarm Optimization (PSO); MODEL; WINDINGS;

D O I：

暂无

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

The R-C-L-M model of power transformer is able to simulate the high frequency behavior of the magnetic and electric filed inside transformer. This model is used not only in design step for studying transient phenomena but also during operation for detecting mechanical faults. The model is obtained from geometrical structure and the material properties of the transformer. While the precision of the model depends strongly on the precision of its parameters, the accuracy of these parameters calculated by analytical formulas is limited due to different reasons. In this paper a particle swarm optimization (PSO) algorithm is introduced as a method to identify the parameters of the R-C-L-M Model, which are more precise than the parameters achieved by common formulae. Copyright (C) 2011 Praise Worthy Prize S.r.L - All rights reserved.

引用

页码：1174 / 1180

页数：7

共 50 条

[21] Study of Different Approach to Clustering Data by Using the Particle Swarm Optimization Algorithm
Esmin, A. A. A.
Pereira, D. L.
de Araujo, F. P. A.
2008 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-8, 2008, : 1817 - 1822
[22] Study of partial discharge localization using ultrasonics in power transformer based on particle swarm optimization
Tang, Lijun
Luo, Richeng
Deng, Min
Su, Jun
IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2008, 15 (02) : 492 - 495
[23] Study on MCM Interconnect Test Generation using Ant Algorithm and Particle Swarm Optimization Algorithm
Lei, Chen
2008 INTERNATIONAL CONFERENCE ON ELECTRONIC PACKAGING TECHNOLOGY & HIGH DENSITY PACKAGING, VOLS 1 AND 2, 2008, : 1063 - 1066
[24] A new memetic algorithm using particle swarm optimization and genetic algorithm
Soak, Sang-Moon
Lee, Sang-Wook
Mahalik, N. P.
Ahn, Byung-Ha
KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS, 2006, 4251 : 122 - 129
[25] Machining Fixture Layout Optimization Using Particle Swarm Optimization Algorithm
Dou Jianping
Wang Xingsong
Wang Lei
FOURTH INTERNATIONAL SEMINAR ON MODERN CUTTING AND MEASUREMENT ENGINEERING, 2011, 7997
[26] Design optimization of a centrifugal pump using particle swarm optimization algorithm
Bashiri M.
Derakhshan S.
Shahrabi J.
International Journal of Fluid Machinery and Systems, 2019, 12 (04) : 322 - 331
[27] Source optimization using particle swarm optimization algorithm in optical lithography
Wang, Lei
Li, Sikun
Wang, Xiangzhao
Yan, Guanyong
Yang, Chaoxing
Guangxue Xuebao/Acta Optica Sinica, 2015, 35 (04):
[28] Constrained Trajectory Optimization Using Migrant Particle Swarm Optimization Algorithm
Xie, Fuqiang
Wang, Yongji
Zheng, Zongzhun
Zhang, Da
2009 FOURTH INTERNATIONAL CONFERENCE ON BIO-INSPIRED COMPUTING: THEORIES AND APPLICATIONS, PROCEEDINGS, 2009, : 154 - 160
[29] Transient electromagnetic inversion based on particle swarm optimization and differential evolution algorithm
Li, Ruiyou
Yu, Nian
Li, Ruiheng
Zhuang, Qiong
Zhang, Huaiqing
NEAR SURFACE GEOPHYSICS, 2021, 19 (01) : 59 - 71
[30] Application of Particle Swarm Optimization Algorithm in Power Source Thermal Transient Prediction
Lin, Sheng-Chao
Tsai, Ruey
Chen, Kuan-Yu
Chien, Cheng-Chin
ICECC 2019: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL ENGINEERING, 2019, : 7 - 11

← 1 2 3 4 5 →