Modified Swarm Firefly Algorithm for Optimal Settings of Directional Overcurrent Relays

Article Preview

Abstract:

This paper presents a new approach known as Modified Swarm Firefly Algorithm (MSFA) technique in solving Directional Overcurrent Relays (DOCRs) coordination problem by minimizing the operating time of primary relays at near-end fault. DOCRs coordination requires the optimal values of Time Multiplier Setting (TMS) whereas the pickup current (Ip) values are based on load and data fault. The proposed technique is tested on IEEE 14-bus system and is compared with Particle Swarm Optimization (PSO). The simulation results revealed that the MSFA technique outperformed PSO in terms of minimizing fitness values.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

473-477

Citation:

Online since:

September 2015

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2015 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] A. J. Urdaneta, Nadira, R., Perez, L., Optimal coordination of directional overcurrent relay in interconnected power systems, IEEE Transactions on Power Delivery, vol. 3, 1988, pp.903-911.

DOI: 10.1109/61.193867

Google Scholar

[2] Abyaneh, H.A., Al-Dabbagh, M., Karegar, H.K., Sadhegi, S.H.H., Khan, R.A.J., A new optimal approach for coordination of overcurrent relays in interconnected power system, IEEE Transactions on Power Delivery, vol. 18, issue 2, 2003, pp.430-435.

DOI: 10.1109/tpwrd.2002.803754

Google Scholar

[3] M.H. Hussain, I. Musirin, S.R.A. Rahim, A.F. Abidin, A. Azmi, Optimal Overcurrent Relay Coordination Using Particle Swarm Optimization, 2013 International Conference on Electrical, Control and Computer Engineering, (InECCE 2013), 2013, pp.42-47.

DOI: 10.1016/j.proeng.2013.02.043

Google Scholar

[4] A. Liu, M.T. Yang, Optimal Coordination of Directional Overcurrent Relays using NM-PSO Technique, 2012 International Symposium on Computer, Consumer and Control, 2012, pp.678-681.

DOI: 10.1109/is3c.2012.176

Google Scholar

[5] H. Zang, S. Zhang and K. Hapeshi, A Review of Nature-Inspired Algorithms, Journal of Bionic Engineering, vol. 7, supplement, 2010, pp. S232-S237.

DOI: 10.1016/s1672-6529(09)60240-7

Google Scholar

[6] M.H. Hussain, I. Musirin, A.F. Abidin, S.R.A. Rahim, Directional Overcurrent Relay Coordination Problem Using Modified Swarm Firefly Algorithm Considering the Effect of Population Size, 2014 IEEE 8th International Power Engineering and Optimization Conference (PEOCO 2014), 2014, pp.591-596.

DOI: 10.1109/peoco.2014.6814497

Google Scholar

[7] S. Kamel and M. Kodsi, Modeling and simulation of IEEE 14 bus system with facts controllers, Technical Report, (2009).

Google Scholar