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Design technique for leakage current reduction in surge arrester using gravitational search algorithm and imperialist competitive algorithm

Nurul Ain Abdul Latiff (Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia)
Hazlee Azil Illias (Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia)
Ab Halim Abu Bakar (UM Power Energy Dedicated Advanced Centre (UMPEDAC), Wisma R&D, University Malaya, Kuala Lumpur)
Syahirah Abd Halim (Department of Electrical, Electronic and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi, Malaysia)
Sameh Ziad Dabbak (Department of Electrical Engineering, Faculty of Engineering, University of Malaya, Kuala Lumpur, Malaysia)
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Abstract

Purpose

Leakage current is one of the factors, which can contribute towards degradation of surge arresters. Thus, the purpose of this paper is to study on leakage current within surge arresters and improvement on their design.

Design/methodology/approach

In this work, a three-dimensional model geometry of 11 kV zinc oxide surge arrester was designed in finite element analysis and was applied to calculate the leakage current under normal operating condition and being verified with measurement results. The optimisation methods were used to improve the arrester design by minimising the leakage current across the arrester using imperialist competitive algorithm (ICA) and gravitational search algorithm (GSA).

Findings

The arrester design in reducing leakage current was successfully optimised by varying the glass permittivity, silicone rubber permittivity and the width of the ground terminal of the surge arrester. It was found that the surge arrester design obtained using ICA has lower leakage current than GSA and the original design of the surge arrester.

Practical implications

The comparison between measurement and simulation enables factors that affect the mechanism of leakage current in surge arresters to be identified and provides the ideal design of arrester.

Originality/value

Surge arrester design was optimised by ICA and GSA, which has never been applied in past works in designing surge arrester with minimum leakage current.

Keywords

Citation

Abdul Latiff, N.A., Illias, H.A., Abu Bakar, A.H., Abd Halim, S. and Dabbak, S.Z. (2018), "Design technique for leakage current reduction in surge arrester using gravitational search algorithm and imperialist competitive algorithm", COMPEL - The international journal for computation and mathematics in electrical and electronic engineering, Vol. 37 No. 1, pp. 357-374. https://doi.org/10.1108/COMPEL-03-2017-0116

Publisher

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Emerald Publishing Limited

Copyright © 2018, Emerald Publishing Limited

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