Shape and electric performance improvement of an insulator string using particles swarm algorithm

被引:9
作者
Doufene, Dyhia [1 ]
Bouazabia, Slimane [1 ]
Haddad, Abderrahmane [2 ]
机构
[1] Univ Sci & Technol Houari Boumediene, Elect & Ind Syst Lab LSEI, Bab Ezzouar, Algeria
[2] Cardiff Univ, Sch Engn, Adv High Voltage Engn Res Ctr, Cardiff CF24 3AA, Wales
关键词
electric fields; insulators; finite element analysis; flashover; ceramic insulators; particle swarm optimisation; insulator contamination; surface area; insulator weight; one-unit insulator; four-unit insulator; insulator string; cap; -pin unit; complete string; optimised insulator units; electric performance improvement; particles swarm algorithm; particle swarm optimisation algorithm; finite-element method; -pin insulator; maximum electric field strength; tangential electric field distribution; objectif function; CHARGE SIMULATION METHOD; COMPOSITE INSULATOR; FLASHOVER VOLTAGE; OPTIMAL-DESIGN; FIELD; OPTIMIZATION; RING;
D O I
10.1049/iet-smt.2019.0405
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
In this study, a particle swarm optimisation (PSO) algorithm coupled with finite-element method (FEM) is implemented to improve the performance of a cap-and-pin insulator by reducing the value of maximum electric field strength. Two goals are set in this work: (i) optimisation of the tangential electric field distribution and magnitude (which is taken as the objectif function to be minimised) to reduce the risk of flashover due to surface pollution, and (ii) reduction of the creepage distance (by adopting adequate constraints) leading to a reduction of the surface area and consequently a decrease in the insulator weight. The investigation is divided into two parts; first, one-unit insulator is optimised with which a chain is constructed, and its performance compared with the reference insulator string. The second part considers a whole chain of four-unit insulator whose performance is optimised and compared to that of a reference insulator string. The main finding of this work indicates that, if an insulator string is constructed using an optimised cap-and-pin unit, the performance of the so-formed string is also optimised. The optimisation of a complete string leads to practically the same performance as that of a string obtained by assembling optimised insulator units.
引用
收藏
页码:198 / 205
页数:8
相关论文
共 40 条
[1]  
Akbari E., 2013, IRANIAN J ELECT ELEC, V9, P58
[2]   A Survey of Particle Swarm Optimization Applications in Electric Power Systems [J].
AlRashidi, M. R. ;
El-Hawary, M. E. .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2009, 13 (04) :913-918
[3]  
ANBARASAN R, 2012, IEEE T DIELECT EL IN, V22, P739
[4]  
BAMPS N, 1991, IEE CONF PUBL, V350, P35
[5]   Optimization of support insulators used in HV systems using support vector machine [J].
Banerjee, S. ;
Lahiri, A. ;
Bhattacharya, K. .
IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2007, 14 (02) :360-367
[6]   COMPARATIVE-STUDY OF 3 METHODS FOR COMPUTING ELECTRIC-FIELDS [J].
BEASLEY, MDR ;
PICKLES, JH ;
DAMICO, G ;
BERETTA, L ;
FANELLI, M ;
GIUSEPPETTI, G ;
MONACO, AD ;
GALLET, G ;
GREGOIRE, JP ;
MORIN, M .
PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1979, 126 (01) :126-134
[7]   Performance of<?show [AQ ID=Q1]?> different kernel functions for LS-SVM-GWO to estimate flashover voltage of polluted insulators [J].
Bessedik, Sid Ahmed ;
Djekidel, Rabah ;
Ameur, Aissa .
IET SCIENCE MEASUREMENT & TECHNOLOGY, 2018, 12 (06) :739-745
[8]   Prediction of flashover voltage of insulators using least squares support vector machine with particle swarm optimisation [J].
Bessedik, Sid Ahmed ;
Hadi, Hocine .
ELECTRIC POWER SYSTEMS RESEARCH, 2013, 104 :87-92
[9]   Insulator contour optimization by a neural network [J].
Bhattacharya, K ;
Chakravorti, S ;
Mukherjee, PK .
IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2001, 8 (02) :157-161
[10]   Optimal design of support insulators using hashing integrated genetic algorithm and optimized charge simulation method [J].
Chen, Wen-Shiush ;
Yang, Hong-Tzer ;
Huang, Hong-Yu .
IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2008, 15 (02) :426-434