doi:10.38124/ijisrt/ijisrt24apr651International Journal of Innovative Science and Research Technology (IJISRT) · 2024

Fault Detection Method based on Artificial Neural Network for 330kV Nigerian Transmission Line

Alhassan Musa Oruma, Ismaila Mahmud, Umar Alhaji Adamu, Simon Wakawa, Gambo Idris, Mahmud Mustapha

Published: 2024-04-26
Venue: International Journal of Innovative Science and Research Technology (IJISRT), pp. 896-902
Cited by: 1,767
Open access: Yes, diamond
DOI: 10.38124/ijisrt/ijisrt24apr651

Abstract

This research focused on identifying various types of faults occurring on 330kV transmission lines through the use of artificial neural networks (ANN). A MATLAB model for the Gwagwalada-Katampe 330kV transmission line in Nigeria was implemented to generate fault datasets. Voltage and current fault parameters were utilized to train and simulate the ANN network architecture selected for each stage of fault detection. Four types of faults were considered, along with a fifth condition representing no fault. The results illustrated the success of the developed model in identifying various fault conditions and system parameters on the Gwagwalada-Katampe 330kV transmission line, modelled using MATLAB Simulink.

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APA 7: Oruma, A. M., Mahmud, I., Adamu, U. A., Wakawa, S., Idris, G., & Mustapha, M. (2024). Fault Detection Method based on Artificial Neural Network for 330kV Nigerian Transmission Line. International Journal of Innovative Science and Research Technology (IJISRT), 896–902. https://doi.org/10.38124/ijisrt/ijisrt24apr651
MLA 9: Oruma, Alhassan Musa, et al. "Fault Detection Method based on Artificial Neural Network for 330kV Nigerian Transmission Line." International Journal of Innovative Science and Research Technology (IJISRT), 2024, pp. 896–902, https://doi.org/10.38124/ijisrt/ijisrt24apr651.
Chicago: Oruma, Alhassan Musa, Ismaila Mahmud, Umar Alhaji Adamu, Simon Wakawa, Gambo Idris, and Mahmud Mustapha. "Fault Detection Method based on Artificial Neural Network for 330kV Nigerian Transmission Line." International Journal of Innovative Science and Research Technology (IJISRT) (2024): 896–902. https://doi.org/10.38124/ijisrt/ijisrt24apr651.
GOST: Oruma A. M., Mahmud I., Adamu U. A. [и др.] Fault Detection Method based on Artificial Neural Network for 330kV Nigerian Transmission Line // International Journal of Innovative Science and Research Technology (IJISRT). — 2024. — P. 896–902. — URL: https://doi.org/10.38124/ijisrt/ijisrt24apr651
BibTeX: @article{oruma2024fault, title = {{Fault Detection Method based on Artificial Neural Network for 330kV Nigerian Transmission Line}}, author = {Alhassan Musa Oruma and Ismaila Mahmud and Umar Alhaji Adamu and Simon Wakawa and Gambo Idris and Mahmud Mustapha}, journal = {International Journal of Innovative Science and Research Technology (IJISRT)}, year = {2024}, pages = {896--902}, doi = {10.38124/ijisrt/ijisrt24apr651}, url = {https://doi.org/10.38124/ijisrt/ijisrt24apr651} }
RIS: TY - JOUR AU - Oruma, Alhassan Musa AU - Mahmud, Ismaila AU - Adamu, Umar Alhaji AU - Wakawa, Simon AU - Idris, Gambo AU - Mustapha, Mahmud TI - Fault Detection Method based on Artificial Neural Network for 330kV Nigerian Transmission Line JO - International Journal of Innovative Science and Research Technology (IJISRT) SP - 896 EP - 902 PY - 2024 DA - 2024/04/26 DO - 10.38124/ijisrt/ijisrt24apr651 UR - https://doi.org/10.38124/ijisrt/ijisrt24apr651 ER -

Fault Detection Method based on Artificial Neural Network for 330kV Nigerian Transmission Line

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Fault Detection Method based on Artificial Neural Network for 330kV Nigerian Transmission Line

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