Early Detection Of Electrical Fault Line Using Artificial Intelligence

Rakshitha R; Shreya BR; Shrinidhi; Vaishnavi DS

Early Detection Of Electrical Fault Line Using Artificial Intelligence

December 2025

Vol-11, Issue-6

Paper ID: 27809

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Electrical Engineering , Computer Science , Artificial Intelligence

Keywords

Electrical Fault Detection Artificial Intelligence Smart Grid Machine Learning Power Line Monitoring

Abstract

This project presents an AI-based system for early detection of electrical line faults to improve reliability and reduce power outages. Traditional methods detect faults only after they become severe, but the proposed model analyzes real-time voltage and current data to identify abnormal patterns at an early stage. Using machine learning techniques, the system classifies different types of faults such as line-to-ground and line-to-line with high accuracy. This approach helps in faster monitoring, reduced equipment damage, and improved safety in electrical distribution networks

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author Information

#	Name	Institute / Affiliation
1	Rakshitha R	Rajarajeswari College Engineering
2	Shreya BR	Rajarajeswari College Engineering
3	Shrinidhi	Rajarajeswari College Engineering
4	Vaishnavi DS	Rajarajeswari College Engineering

How to Cite

Use the following formats to cite this article in your research.

APA Style

R, Rakshitha, BR, Shreya, Shrinidhi, & DS, Vaishnavi (2025). Early Detection Of Electrical Fault Line Using Artificial Intelligence. International Journal of Advance Research and Innovative Ideas In Education, 11(6), 1291-1297.

MLA Style

R, Rakshitha, et al. "Early Detection Of Electrical Fault Line Using Artificial Intelligence." International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 6, 2025, pp. 1291-1297.

IEEE Style

Rakshitha R, Shreya BR, Shrinidhi, and Vaishnavi DS, "Early Detection Of Electrical Fault Line Using Artificial Intelligence," International Journal of Advance Research and Innovative Ideas In Education, vol. 11, no. 6, pp. 1291-1297, 2025.

Vancouver Style

R Rakshitha, BR Shreya, Shrinidhi, DS Vaishnavi. Early Detection Of Electrical Fault Line Using Artificial Intelligence. International Journal of Advance Research and Innovative Ideas In Education. 2025;11(6):1291-1297.

Harvard Style

R, Rakshitha, BR, Shreya, Shrinidhi, & DS, Vaishnavi (2025) 'Early Detection Of Electrical Fault Line Using Artificial Intelligence', International Journal of Advance Research and Innovative Ideas In Education, 11(6), pp. 1291-1297.

Chicago Style

R, Rakshitha, et al. "Early Detection Of Electrical Fault Line Using Artificial Intelligence." International Journal of Advance Research and Innovative Ideas In Education 11, no. 6 (2025): 1291-1297.

Turabian Style

R, Rakshitha, et al. "Early Detection Of Electrical Fault Line Using Artificial Intelligence." International Journal of Advance Research and Innovative Ideas In Education 11, no. 6 (2025): 1291-1297.