ANN-based harmonic restraint differential protection of power transformer

Journal of the Institution of Engineers (India): Electrical Engineering Division

Volumn 84, Issue JUN., 2003, Pages 1-6

  Moravej, Z ^a   Vishwakarma, D N ^a  

^a BANARAS HINDU UNIVERSITY   (India)

Author keywords

Condition monitoring; Fault detection; Feed forward back propagation; Power transformer protection

Indexed keywords

ALGORITHMS; BACKPROPAGATION; COMPUTER SIMULATION; CONDITION MONITORING; ELECTRIC FAULT LOCATION; ELECTRIC TRANSFORMERS; FEEDFORWARD NEURAL NETWORKS; MULTILAYER NEURAL NETWORKS; PATTERN RECOGNITION;

FAULT DETECTOR; FEEDFORWARD BACKPROPAGATION ALGORITHM; HARMONIC RESTRAINT DIFFERENTIAL PROTECTION; POWER TRANSFORMER;

ELECTRIC POWER SYSTEM PROTECTION;

EID: 0242657806     PISSN: 00203386     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. R L Sharp and W E Glassburn. 'A Transformer Differential Relay with Second Harmonic Restraint.' Transaction of American Institute of Electrical Engineering, vol 77, 1985, p 884.
2. J A Sykes and I F Morrison. 'A Proposed Method of Harmonic Restraint Differential Protection of Transformers by Digital Computer.' IEEE Transaction on Power Apparatus and Systems, vol PAS-91, no 3, May/June 1972, p 1266.
3. P Liu, O P Malik, D Chen, G S Hope and Y Guo. 'Improved Operation of Differential Protection of Power Transformers for Internal Faults.' IEEE Transactions on Power Delivery, vol 7, no 4, 1992, p 1912.
4. Z Moravej, D N Vishwakarma and S P Singh. 'Applicability of Artificial Neural Networks to Power Transformer Protection an Overview.' Proceedings of 14th National Convention of Electrical Engineering, IIT, Kanpure, December 1998, p 230.
5. H K Verma and G C Kakoti. 'Algorithm for Harmonic Restraint Differential Relaying Based on the Discrete Hartley Transformer.' Electric Power System Research, vol 18, 1990, p 125.
6. B Windrow and M A Lehr. '30 Years of Adaptive Neural Networks: Preparation, Madeline and Back Propagation.' Proceedings of the IEEE Special Issue on Neural Network Theory and Modelling-I, vol 78, no 9, September, p 1415.
7. Limin Fu. 'Neural Network in Computer Intelligence.' McGrew-Hill, Inc, New Delhi 1994.
8. M A Rahman, M R Zaman and M A Haque. 'Testing of Algorithms for a Stand Alone Digital Relay for Power Transformers.' IEEE Transactions on Power Delivery, vol 13, no 2, April 1998.
9. D V Dommelen and H W Dommel. 'PC-EMTP user Manual, Alternative Transients.' Programme Rule Book, vol 7, no 2, 1987.
10. S Haykin. 'Neural Networks, a Comprehensive Foundation.' Canada Book Macmillan College Publishing Company.