A new approach to power system protection in distribution network with DG units by using radial basis function neural network

Engineering Intelligent Systems

Volumn 19, Issue 2, 2011, Pages 65-76

  Zayandehroodi, Hadi ^a   Mohamed, Azah ^b   Shareef, Hussain ^b   Mohammadjafari, Marjan ^a  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b UNIVERSITI KEBANGSAAN MALAYSIA   (Malaysia)

Author keywords

Distributed generation; Distribution network; Fault location; Protection; Radial basis function neural network (RBFNN)

Indexed keywords

CIRCUIT BREAKER; DG UNIT; DISTRIBUTED GENERATION UNITS; DISTRIBUTION NETWORK; DISTRIBUTION SYSTEMS; FAULT DISTANCE; FAULT TYPES; FAULTY LINES; LOCATION OF FAULT; OPERATION MODE; POWER SOURCES; POWER SYSTEM PROTECTION; PROTECTION; PROTECTION METHODS; PROTECTION SCHEMES; RADIAL BASIS FUNCTION NEURAL NETWORKS; TEST POWER;

DISTRIBUTED POWER GENERATION; ELECTRIC CIRCUIT BREAKERS; ELECTRIC FAULT CURRENTS; ELECTRIC FAULT LOCATION; ELECTRIC POWER SYSTEM PROTECTION; POWER TRANSMISSION; RADIAL BASIS FUNCTION NETWORKS;

NEURAL NETWORKS;

EID: 84856140304     PISSN: 14728915     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (17)

1. Brahma, S. M. and A. A. Girgis, (2004). Development of adaptive protection scheme for distribution systems with high penetration of distributed generation. IEEE Transactions on Power Delivery, 19(1): p. 56-63.
2. Zayandehroodi, H., A. Mohamed, H. Shareef, and M. Mohammadjafari, (2011). Impact of Distributed Generations on Power System Protection Performance. International Journal of the Physical Sciences, 6(16): pp. 3873-3881.
3. Zayandehroodi, H., A. Mohamed, H. Shareef, and M. Mohammadjafari, (2011). A Comprehensive review of protection coordination methods in power distribution systems in the presence of DG. Przeglad Elektrotechniczny, 87(8): p. 142-148.
4. Doyle, M. T. (2002), Reviewing the impacts of distributed generation on distribution system protections Power Engineering Society Summer Meeting, 2002 IEEE, pp. 103-105 vol. 1.
5. Kumpulainen, L. K. and K. T. Kauhaniemi. (2004), Analysis of the impact of distributed generation on automatic reclosing. in Power Systems Conference and Exposition, 2004. IEEE PES, pp. 603-608 vol. 1. (Pubitemid 40439175)
6. Burke, J. J., (1994), Power distribution engineering: fundamentals and applications: CRC.
7. Brahma, S. M. and A. A. Girgis. (2002), Microprocessor-based reclosing to coordinate fuse and recloser in a system with high penetration of distributed generations. in IEEE Power Engineering Society Winter Meeting., pp. 453-458 vol. 1. (Pubitemid 34669145)
8. Kauhaniemi, K. and L. Kumpulainen. (2004), Impact of distributed generation on the protection of distribution networks. in Eighth IEE International Conference on Developments in Power System Protection., pp. 315-318 Vol. 1. (Pubitemid 40061905)
9. Abdelaziz, A. Y., H. E. A. Talaat, A. I. Nosseir, and A. A. Hajjar, (2002). An adaptive protection scheme for optimal coordination of overcurrent relays. Electric Power Systems Research, 61(1): p. 1-9. (Pubitemid 34100308)
10. Javadian, S. A. M. and M. R. Haghifam. (2008), Implementation of a New Protection Scheme on a Real Distribution System in Presence of DG. in Power System Technology and IEEE Power India Conference, 2008. POWERCON 2008. Joint International Conference on, pp. 1-7.
11. Javadian, S. A. M., M. R. Haghifam, and N. Rezaei. (2009), A fault location and protection scheme for distribution systems in presence of dg using MLP neural networks. in IEEE Power & Energy Society General Meeting, pp. 1-8.
12. Rezaei, N. and M. R. Haghifam, (2008). Protection scheme for a distribution system with distributed generation using neural networks. International Journal of Electrical Power & Energy Systems, 30(4): p. 235-241. (Pubitemid 351434440)
13. Zayandehroodi, H., A. Mohamed, H. Shareef, and M. Mohammadjafari. (2010), Performance Comparison of MLP and RBF Neural Networks for Fault Location in Distribution Networks with DGs. in IEEE International Conference on Power and Energy (PECon 2010), Kuala Lumpur, Malaysia, pp. 341-345.
14. Javadian, S. A. M. and M. R. Haghifam. (2008), Protection of distribution networks in presence of DG using Distribution Automation System capabilities. in Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 2008 IEEE, pp. 1-6.
15. Gers, J. and T. Holmes, (2005), Protection of Electricity Distribution Networks. Second ed. London, United Kingdom: The Institution of Engineering and Technology.
16. Yu, L., K. K. Lai, and S. Wang, (2008). Multistage RBF neural network ensemble learning for exchange rates forecasting. Neurocomputing, 71(16-18): p. 3295-3302.
17. Zayandehroodi, H., A. Mohamed, H. Shareef, and M. Mohammadjafari, (2010). Automated Fault Location in a Power System with Distributed Generations Using Radial Basis Function Neural Networks. Journal of Applied Sciences, 10(23): p. 3032-3041.