INFORMATION CHANGE THE WORLD

International Journal of Intelligent Systems and Applications(IJISA)

ISSN: 2074-904X (Print), ISSN: 2074-9058 (Online)

Published By: MECS Press

IJISA Vol.6, No.2, Jan. 2014

Application of Firefly Algorithm for Optimal Directional Overcurrent Relays Coordination in the Presence of IFCL

Full Text (PDF, 550KB), PP.44-53


Views:39   Downloads:5

Author(s)

Rabah Benabid, Mohamed Zellagui, Abdelaziz Chaghi, Mohamed Boudour

Index Terms

Inductive Fault Current Limiter, Fault Current, Directional Overcurrent Relay, Optimal Coordination Time, Setting Relay, Firefly Algorithm

Abstract

This paper considers the impact of the Inductive Fault Current Limiter (IFCL) on directional overcurrent relays coordination. The coordination problem is formulated as a non-linear constrained mono-objective optimization problem. The objective function of this optimization problem is the minimization of the operation time of the associated relays in the systems, and the decision variables are: the time dial setting (TDS) and the pickup current setting (IP) of each relay. To solve this complex non linear optimization problem, a variant of optimization algorithms named Firefly Algorithm (FA) is used. The proposed method is tested on 8-bus power transmission systems test systems considering the influences of current relay under three-phases short-circuit with and without IFCL for different locality. The results show the effectiveness of the solution.

Cite This Paper

Rabah Benabid, Mohamed Zellagui, Abdelaziz Chaghi, Mohamed Boudour,"Application of Firefly Algorithm for Optimal Directional Overcurrent Relays Coordination in the Presence of IFCL", IJISA, vol.6, no.2, pp.44-53, 2014. DOI: 10.5815/ijisa.2014.02.06

Reference

[1]N. Nimpitiwan, G.T. Heydt, R. Ayyanar, and S. Suryanarayanan, Fault Current Contribution from Synchronous Machine and Inverter based Distributed Generators, IEEE Transactions on Power Delivery, 2007, 22(1): 634~641, 

[2]M. Guk-Hyun, L. Jaehee, and J. Sung-Kwan, Integrated Generation Capacity and Transmission Network Expansion Planning with Superconducting Fault Current Limiter (SFCL), IEEE Transactions on Applied Superconductivity, 2013, 23(3): 1~6. 

[3]Ying Xin, Weizhi Gong, and all., Development of Superconducting Fault Current Limiters, International Conference on Power System Technology (PowerCon), Chongqing - China, 22-26 October 2006.

[4]M. Steurer, K. Frohlich, W. Holaus, and K. Kaltenegger, “A Novel Hybrid Current Limiting Circuit Breaker for Medium Voltage: Principles and Test Results”, IEEE Transactions on Power Delivery, 2003, 18(2): 946~949.

[5]L. Ye, and A. Campbell, Case Study of HTS Resistive Superconducting Fault Current Limiter in Electrical Distribution Systems, Electric Power Systems Research, 2007, 77: 534~439.

[6]Y. Shirai, et al., A Model Experiment of Current Limiting Characteristics of Superconducting Fault Current Limiter in the Demand Side with Distributed Generation, 7th European Conference on Applied Superconductivity (EUCAS), Vienna - Austria, 11-15 September 2005.

[7]P.M. Anderson, Power System Protection, published by McGraw-Hill, New York, USA, 1999. 

[8]A.S. Noghabi, H.R. Mashhadi & J. Sadeh, Optimal Coordination of Directional Overcurrent Relays Considering Different Network Topologies using Interval Linear Programming, IEEE Transactions on Power Delivery, 2010, 25(3): 1348~1354.

[9]D. Birla, R.P. Maheshwari & H.O. Gupta, A New Nonlinear Directional Overcurrent Relay Coordination Technique, and Banes and Boons of Near-End Faults Based Approach, IEEE Transactions on Power Delivery, 2006, 21(3): 1176~1182.

[10]A.S. Braga & J.T. Saraiva, Coordination of Directional Overcurrent Relays in Meshed Networks using the Simplex Method, IEEE Mediterranean on Electrotechnical Conference (MELECON), Bari, Italy, 13-16 May, 1996.

[11]P.P. Bedekar, S.R. Bhide & V.S. Kale, Optimum Time Coordination of Overcurrent Relays using Two Phase Simplex Method, World Academy of Science, Engineering and Technology, 2009, 28: 1110~1114.

[12]P.P. Bedekar & S.R. Bhide, Optimum Coordination of Overcurrent Relay Timing using Continuous Genetic Algorithm, Expert Systems with Applications, Elsevier, 2011, 38: 11286~11292. 

[13]J.A. Sueiro, E. Diaz-Dorado, E. Míguez & J. Cidrás, Coordination of Directional Overcurrent Relay using Evolutionary Algorithm and Linear Programming, International Journal of Electrical Power and Energy Systems, 2012, 42: 299~305.

[14]T. Amraee, Coordination of Directional Overcurrent Relays Using Seeker Algorithm, IEEE Transactions on Power Delivery, 2012, 27(3): 1415~1422.

[15]M. Singh, B.K. Panigrahi & A.R. Abhyankar, Optimal Coordination of Directional Overcurrent Relays using Teaching Learning-Based Optimization (TLBO) Algorithm, International Journal of Electrical Power and Energy Systems, 2013, 50: 33~41.

[16]N.K. Fall and B. Marchionini, Fault Current Limiter - R&D Status and Testing Issues, IEEE/PES Power Systems Conference and Exposition, Seattle, 15-18 March 2009.

[17]L. Sung-Hun, K. Jin-Seok, and K. Jae-Chul, Study on Correction of Protective Devices for Application of a SFCL in a Power Distribution System with a Dispersed Generation, IEEE Transactions on Applied Superconductivity, 2013, 23(3): 1~8.

[18]J.L. Rasolonjanahary, J. Sturgess, and E. Chong, Design and Construction of a Magnetic Fault Current Limiter, UK Magnetics Society Meeting, Stamford - UK, 12 October 2005.

[19]G.A. Putrus, N. Jenkins, and C.B. Cooper, A Static Fault Current Limiting and Interrupting Devices, IEE Colloquium on Fault Current Limiters - A Look at Tomorrow, London - UK, 08 June 1995.

[20]Y. Zhang, and R.A. Dougal, Determining Critical Activation Time of Inductive Fault Current Limiters in Electric Power Systems, IEEE/PES, Power Systems Conference and Exposition (PSCE), Phoenix - USA, 20-23 March 2011.

[21]X.S. Yang, Nature-Inspired Meta-Heuristic Algorithms, published by Luniver Press, UK, 2008.

[22]X.S. Yang, Firefly Algorithm for Multimodal Optimization, Stochastic Algorithms: Foundations and Applications, SAGA, Lecture Notes in Computer Sciences, Springer, 2009, 5792: 169~178.

[23]X.S. Yang, Firefly Algorithm, Stochastic Test Functions and Design Optimisation, International Journal of Bio-Inspired Computation (IJBIC), 2010, 2(2): 78~84.

[24]A.H. Gandomi, X.S. Yang & A.H. Alavi, Mixed Variable Structural Optimization using Firefly Algorithm, Computers & Structures, 2011, 89(23-24): 2325~2336.