The week's pick
Reseach Article
An ANN based Relay Design for Identication Faults of 400kv High Voltage AC Transmission Line
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 46 - Number 20 |
| Year of Publication: 2012 |
| Authors: Suman Kumar Saha, Priyanath Das, Ajoy Kr Chakrabothy |
10.5120/7055-9447
|
Suman Kumar Saha, Priyanath Das, Ajoy Kr Chakrabothy . An ANN based Relay Design for Identication Faults of 400kv High Voltage AC Transmission Line. International Journal of Computer Applications. 46, 20 ( May 2012), 6-13. DOI=10.5120/7055-9447
Abstract
This Paper Presents the modelling and identification of faults of a 400KV high voltage AC transmission line by using PSCAD/EMTDC Software and design an ANN Based distance relay in MATLAB NNTOOLBOX. The ANN Based distance relay which can differentiate the fault conditions from normal operating conditions. The Artificial neural network technique allowed us to analyse the performance of relay at various faulted condition and Produced a trip signal if a fault is generated and no trip Signal otherwise. In this paper feed forward neural network is developed in MATLAB using supervised training and delta learning rule for obtain the best Performance of the relay. The simulation result shows that the proposed scheme is able to identify all the faults on transmission line with great selectivity, reliability and sensitivity.
References
- pattern recognition method for detecting fault in ehv transmission lines 2010 international conference on mechanical and electrical technology (icmet 2010)
- A New Protection Scheme for Fault Detection, Direction Discrimination, Classification, and Location in Transmission Lines Joe-Air Jiang, Member, IEEE, Ching-Shan Chen, Student Member, IEEE, and Chih-Wen Liu, Member, IEEE IEEE TRANSACTIONS ON POWER DELIVERY, VOL. 18, NO. 1, JANUARY 2003.
- Introduction of neural networks using MATLAB 6. 0, SIVANANDAM. S. SOMATHI. SN DEEPA.
- Power system protection and switchgear Badriram, DN VIS HWAKARMA.
- NEURAL NETWORKS by SIMON HAYKIN PEARSON Education.
- The Backpropagation Algorithm Applied to Protective relaying Electrical Engineering Department lliniversity of SiTo Paulo, C. P. 3591. 3560-250 SiTo Carlos - SP - Brazil. v. Coury, Member IEEE D. c. Jorge, Member IEEEES:
- Coury, D. V & Jorge, D. C 1998, 'Artificial Neural Network Approach to Distance Protection on Transmission Lines', IEEE Transaction on power Delivery, Vol. 1
- PSCAD^TM Electromagnetic Transient User guide.
- A new approach for fault location problem on power lines transactions on power delivery, vol. 7 ~0. 1~,a nuary1 992.
- An ANN Based Approach to Improve the Distance Relaying Algorithm Hassan KHORASHADI-ZADEH, Zuyi LI Department of Electrical and Computer Engineering, Illinois Institute of Technology 3301 South Dearborn Street, Chicago, Illinois 60616 USA Turk j elec engine , vol 14, no. 2 , 2006
- A Novel Approach Using a FIRANN for Fault Detection and Direction Estimation for High-Voltage Transmission Lines Ángel L. Orille Fernandez, Member, IEEE, and Nabil Khalil I. Ghonaim, IEEE TRANSACTIONS ON POWER DELIVERY, VOL. 18, NO. 1, JANUARY 2003.
Index Terms
Keywords