An application of a tent map initiated Chaotic Firefly algorithm for optimal overcurrent relay coordination

被引:90
|
作者
Gokhale, S. S. [1 ]
Kale, V. S. [1 ]
机构
[1] VNIT, Dept Elect Engn, Nagpur, Maharashtra, India
关键词
Power system protection; Over-current relay coordination; Optimization; Firefly algorithm; Chaos theory; Tent maps; PROTECTION;
D O I
10.1016/j.ijepes.2015.11.087
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
Over-current relays provide primary as well as backup protection to electrical distribution systems. These relays should be coordinated and set at the optimum values, to minimize the total operating time and hence ensure that least damage is caused when a fault occurs. While they provide backup protection, it is also imperative to ensure that their settings should not cause their inadvertent operation and subsequent sympathy trips. This paper describes a Chaotic Firefly algorithm (CFA) for optimal time coordination of these relays. The algorithm has been implemented in MATLAB and tested on several systems, out of which two have been illustrated in this paper. The results obtained by the Chaotic Firefly algorithm are compared with those obtained by the conventional Firefly algorithm (FA). The novel feature of this paper is the application of the Chaotic Firefly algorithm to the problem of over-current relay coordination. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:336 / 342
页数:7
相关论文
共 50 条
  • [31] Application of Random Search Technique in Directional Overcurrent Relay Coordination
    Birla, Dinesh
    Maheshwari, Rudra Prakash
    Gupta, Hari Om
    Deep, Kusum
    Thakur, Manoj
    INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2006, 7 (01): : 1 - 16
  • [32] Comparative Study of Optimal Overcurrent Relay Coordination Using Metaheuristic Techniques
    Ralhan, Shimpy
    Goswami, Richa
    Ray, Shashwati
    COMPUTATIONAL INTELLIGENCE IN DATA MINING, 2019, 711 : 333 - 344
  • [33] An efficient optimizer for optimal overcurrent relay coordination in power distribution system
    Acharya, Debasis
    Das, Dushmanta Kumar
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 199
  • [34] Optimal overcurrent relays coordination using genetic algorithm
    Asadi, M. R.
    Abyaneh, H. Askarian
    Mahmoodan, M.
    Naghizadeh, R. A.
    Koochaki, A.
    PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON OPTIMIZATION OF ELECTRICAL AND ELECTRONIC EQUIPMENT, VOL I, 2008, : 197 - 202
  • [35] PBILApplied to Optimal Directional Overcurrent Relay Coordination:Effect of Learning Rate
    Stenane, Ndabeni M.
    Folly, Komla A.
    2019 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2019), 2019, : 345 - 351
  • [36] Coordination of directional overcurrent relay using evolutionary algorithm and linear programming
    Sueiro, Jose A.
    Diaz-Dorado, Eloy
    Miguez, Edelmiro
    Cidras, Jose
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 42 (01) : 299 - 305
  • [37] Using genetic algorithm for overcurrent relay coordination in industrial power system
    Lee, Cheng-Hung
    Chen, Chao-Rong
    2007 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS APPLICATIONS TO POWER SYSTEMS, VOLS 1 AND 2, 2007, : 87 - 91
  • [38] Optimum Coordination of Directional Overcurrent Relay using Genetic Algorithm Technique
    Pathade, Sumit U.
    Kalage, Amol A.
    2017 INTERNATIONAL CONFERENCE ON CURRENT TRENDS IN COMPUTER, ELECTRICAL, ELECTRONICS AND COMMUNICATION (CTCEEC), 2017, : 278 - 283
  • [39] Optimum coordination of overcurrent relay timing using continuous genetic algorithm
    Bedekar, Prashant P.
    Bhide, Sudhir R.
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (09) : 11286 - 11292
  • [40] Optimal directional overcurrent relay coordination based on computational intelligence technique: a review
    Pil Ramli, Suzana
    Usama, Muhammad
    Mokhlis, Hazlie
    Wong, Wei Ru
    Hussain, Muhamad Hatta
    Muhammad, Munir Azam
    Mansor, Nurulafiqah Nadzirah
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2021, 29 (03) : 1284 - 1307