Failure risk prediction using artificial neural networks for lightning surge protection of underground MV cables

IEEE Transactions on Power Delivery

Volumn 21, Issue 3, 2006, Pages 1278-1282

  Orille Fernández, Ángel L ^a   Khalil, Nabil ^b   Bogarra Rodríguez, Santiago ^a  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^b HELWAN UNIVERSITY   (Egypt)

Author keywords

Artificial neural networks (ANNs); Electromagnetic Transients Program (EMTP) Alternative Transients Program (ATP); Lightning surges; Risk analysis; Surge protection arresters

Indexed keywords

ELECTRIC INSULATION TESTING; ELECTRIC NETWORK PARAMETERS; ELECTRIC POWER SYSTEM PROTECTION; FAILURE ANALYSIS; LIGHTNING PROTECTION; NEURAL NETWORKS; SURGE PROTECTION; TRANSIENTS; UNDERGROUND CABLES;

ALTERNATIVE TRANSIENTS PROGRAM; ELECTROMAGNETIC TRANSIENTS PROGRAM; LIGHTNING SURGES; SURGE PROTECTION ARRESTERS;

UNDERGROUND ELECTRIC POWER DISTRIBUTION;

EID: 33745599595     PISSN: 08858977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRD.2006.874643     Document Type: Article

References (12)

1. S. Bogarra, "Overvoltage Restriction in Power Systems," Ph.D. dissertation, Dept. Elect. Eng., Polytechnic Univ. Catalonia, Barcelona, Spain, 2001.
2. B. De Metz-Noblat, Lightning and HV electrical installations, in Schneider Electric, no. 168, 1998. Tech. Library.
3. IEEE Guide for the Application of Metal Oxide Surge Arrester for Alternating-Current Systems, 1991. IEEE C62.22.
4. A. L. Orille, S. Bogarra, M. A. Grau, and J. Iglesias, "Fuzzy logic techniques to limit lightning surges in a power transformer," in Proc. IEEE Power Tech Conf., vol. 2, Bologna, Italy, Jun. 23-26, 2003.
5. A. L. Orille, S. Bogarra, M. A. Grau, and J. Iglesias, "Lightning protection of power systems using fuzzy logic techniques," in Proc. 12th IEEE Int. Conf. Fuzzy Systems, May 25-28, 2003, pp. 1406-1411.
6. Insulation Coordination. Part II: Application Guide, 1992. IEC 71.2.
7. G. J. Anders, Probability Concepts in Electric Power Systems. New York: Wiley, 1990.
8. P. Piniceti and M. Giannettoni, "A simplified model for zinc oxide surge arrester," IEEE Trans. Power Del., vol. 14, no. 2, pp. 393-396, Apr. 1999.
9. IEEE Working Group Surge Protective Devices Committee, "Modeling of metal oxide surge arresters," IEEE Trans. Power Del., vol. 7, no. 1, pp. 301-309, Jan. 1992.
10. P. Chowdhuri, Electromagnetic Transients in Power Systems. Somerset, U.K.: Research Studies, 1996.
11. GE Tranquell Surge Arresters, Product and Application Guide, 2000.
12. Overhead High Voltage Lines Standard, Dec. 1968. B.O.E. 27 of.