A new protection algorithm for synchronous generators using artificial neural networks

Proceedings of the 2011 11th International Conference on Hybrid Intelligent Systems, HIS 2011

Volumn , Issue , 2011, Pages 625-629

  Yadaiah, Narri ^a   Ravi, Nagireddy ^b  

^a JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY   (India)

^b Andhrapradesh Power Generation Corporation   (India)

Author keywords

artificial neural networks; external fault; feature extraction; internal fault; Synchronous generator

Indexed keywords

ARTIFICIAL NEURAL NETWORK; EIGENVALUES; EXTERNAL FAULT; FAULT CLASSIFICATION; INTERNAL FAULT; PERFORMANCE OF ALGORITHM; PROTECTION ALGORITHMS; PROTECTION SCHEMES; WINDING FAULTS;

EIGENVALUES AND EIGENFUNCTIONS; ELECTRIC FAULT CURRENTS; FEATURE EXTRACTION; INTELLIGENT SYSTEMS; NEURAL NETWORKS;

SYNCHRONOUS GENERATORS;

EID: 84856755054     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HIS.2011.6122178     Document Type: Conference Paper

References (8)

1. IEEE Power Engineering Education Committee, "IEEE Tutrorial on the Protection of Synchronous Genartors," 1995.
2. A. I. Taalab, H. A. Dawarish and T. A. Kawady, "ANN - Based Novel Fault Detector for Generator Windings Protection", IEEE Transaction on Power Delivery, Vol. 14, No 3, July 1999, pp: 824-830.
3. A. I. Megahed and O.P.Mallik, "An Artificial Neural Network Based Digital Differential Protection Scheme for Synchronous Generator Stator Winding Protection", IEEE Transaction on Power Delivery, Vol. 14, No.1, January 1999, pp: 86-91.
4. Shaik Abdul Gaffor, P. V. Ramana Rao, " A New Wavelet Based Ground Fault Protection Scheme for Turbo Generators", Second International Conference on Industrial and Information Systems, ICIIS 2001, Sri lanka, 8-11 August 2007,pp 353-355.
5. E. Vazquez, I.I.Mijares, O.L.Chacon,A.Conde, " Transformer Differential Protection using Principal Component Analysis", IEEE Power Engineering Society General Meeting, Monteral, Que,
6. R. P. Lippmann, "An Introduction to Computing with Neural Nets", IEEE ASSP magazine, Vol. 4, No.2, 1987, pp 4-22.
7. N. Yadaiah, L.Sivakumar, B.L.Deekshatulu and V.Sri Hari Rao, "Neural Network Architectures for Describing Nonlinear Input-Output Relations", Electronic Modeling, Vol. 24, No. 3, 2002, pp 48-61.
8. MATLAB Documentation - Wavelet Tool Box, Ver. 7, The Mathworks Inc., Natick, MA, 2008.