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

被引:1
|
作者
Latiff, Nurul Ain Abdul [1 ]
Illias, Hazlee Azil [1 ]
Abu Bakar, Ab Halim [2 ]
Abd Halim, Syahirah [3 ]
Dabbak, Sameh Ziad [1 ]
机构
[1] Univ Malaya, Dept Elect Engn, Fac Engn, Kuala Lumpur, Malaysia
[2] Univ Malaya, UMPEDAC, Wisma R&D, Kuala Lumpur, Malaysia
[3] Univ Kebangsaan Malaysia, Fac Engn & Built Environm, Dept Elect Elect & Syst Engn, Bangi, Malaysia
关键词
Computational model; Condition monitoring; Finite element analysis; 3D FEM; Leakage current; Design optimization; Electrical field; Dielectric properties; Surge arrester; High voltage engineering; COMPOSITE INSULATORS; HIGH-TEMPERATURE; VOLTAGE; OPTIMIZATION; PREDICTION;
D O I
10.1108/COMPEL-03-2017-0116
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
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.
引用
收藏
页码:357 / 374
页数:18
相关论文
共 50 条
  • [41] Parameter estimation of photovoltaic system using imperialist competitive algorithm
    Fathy, Ahmed
    Rezk, Hegazy
    RENEWABLE ENERGY, 2017, 111 : 307 - 320
  • [42] Learning Fuzzy Cognitive Maps using Imperialist Competitive Algorithm
    Sadra Ahmadi
    Nafiseh Forouzideh
    Somayeh Alizadeh
    Elpiniki Papageorgiou
    Neural Computing and Applications, 2015, 26 : 1333 - 1354
  • [43] Team Formation in Social Networks Using Imperialist Competitive Algorithm
    Tan, Wenan
    Jin, Ting
    CLOUD COMPUTING AND SECURITY, PT VI, 2018, 11068 : 710 - 722
  • [44] Wind farm layout optimization using imperialist competitive algorithm
    Kiamehr, Koosha
    Hannani, Siamak Kazemzadeh
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2014, 6 (04)
  • [45] Wireless Sensor Network Localization using Imperialist Competitive Algorithm
    Sayadnavard, Monireh H.
    Haghighat, Abolfazl T.
    Abdechiri, Matjan
    PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 9 (ICCSIT 2010), 2010, : 818 - 822
  • [46] OPTIMIZATION OF FGM SANDWICH BEAMS USING IMPERIALIST COMPETITIVE ALGORITHM
    Kamarian, Saeed
    Shakeri, Mahmoud
    M2D2015: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON MECHANICS AND MATERIALS IN DESIGN, 2015, : 1515 - 1516
  • [47] Concrete compressive strength prediction using the imperialist competitive algorithm
    Sadowski, Lukasz
    Nikoo, Mehdi
    Nikoo, Mohammad
    COMPUTERS AND CONCRETE, 2018, 22 (04): : 355 - 363
  • [48] Imperialist Competitive Algorithm using Chaos Theory for Optimization (CICA)
    Bahrami, Helena
    Faez, Karim
    Abdechiri, Marjan
    2010 12TH INTERNATIONAL CONFERENCE ON COMPUTER MODELLING AND SIMULATION (UKSIM), 2010, : 98 - 103
  • [49] Integrated process planning and scheduling using an imperialist competitive algorithm
    Lian, Kunlei
    Zhang, Chaoyong
    Gao, Liang
    Li, Xinyu
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2012, 50 (15) : 4326 - 4343
  • [50] Gravitational Search Algorithm using CUDA
    Zarrabi, Amirreza
    Karuppiah, Ettikan K.
    Kok, Yong Keh
    Hai, Ngo Chuan
    See, Simon
    2014 15TH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED COMPUTING, APPLICATIONS AND TECHNOLOGIES (PDCAT 2014), 2014, : 193 - 198