Electricity Fault Detection using AI/Ml

S Tembhare, A Mankar, A Sheikh… - … on Emerging Trends …, 2023 - ieeexplore.ieee.org
I Power stations require regular stability. To restore stability, an interruption such as an
inaccuracy must be confined. This paper provides an in-depth examination of fault detection …

Fault Detection in Power Transmission Lines Using AI Model

A Firos, N Prakash, R Gorthi, M Soni… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
Unexpected failures in the electrical power transmission line can occur for several different,
unpredictable reasons. Power failures on transmission lines can destroy the present power …

Review on Fault Detection and Classification in Transmission Line using Machine Learning Methods

K Nandhini, CA Prajith - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Fast and precise fault categorization, location estimate, and fault detection are crucial
because persistent faults can interrupt the power supply. The power outage zone will extend …

Fault Detection and Fault Classification in Transmission Lines using Machine Learning

S Keerthana, S Hariharasudhan - … Conference on Intelligent …, 2023 - ieeexplore.ieee.org
This paper focuses on the vital task of utilizing Machine Learning techniques for fault
detection and fault classification in electrical power transmission lines. It employs two distinct …

Application of machine learning methods in fault detection and classification of power transmission lines: a survey

FM Shakiba, SM Azizi, M Zhou, A Abusorrah - Artificial Intelligence Review, 2023 - Springer
The rising development of power systems and smart grids calls for advanced fault diagnosis
techniques to prevent undesired interruptions and expenses. One of the most important part …

[PDF][PDF] Critical Review of Fault Detection, Fault Classification and Fault Location Techniques for Transmission Network.

J Abubakar, A Abdulkareem - Journal of Engineering Science & …, 2022 - jestr.org
The fault is an unwanted disturbance in the power system and causes interruption to the
normal working condition in the system network. The need to quickly and accurately identify …

ML-Based Fault Detection Strategies for Power Electronics

A Jain, R Lathwal - … 9th IEEE India International Conference on …, 2023 - ieeexplore.ieee.org
Power electronics plays a pivotal role in modern energy systems, contributing to improved
efficiency, reduced emissions, and enhanced control in various applications such as …

Electrical faults-detection and classification using machine learning

K Janarthanam, P Kamalesh… - … conference on electronics …, 2022 - ieeexplore.ieee.org
This paper focuses on the detection of faults occurring in electrical power transmission lines
using machine learning techniques and algorithms. In the recent era, the demand for …

A review of fault diagnosing methods in power transmission systems

A Raza, A Benrabah, T Alquthami, M Akmal - Applied Sciences, 2020 - mdpi.com
Transient stability is important in power systems. Disturbances like faults need to be
segregated to restore transient stability. A comprehensive review of fault diagnosing …

Fault diagnosis in power transmission line using decision tree and random forest classifier

S Lahiri, C Abhijnan, MA De - 2022 IEEE 6th International …, 2022 - ieeexplore.ieee.org
Fault diagnosis includes both detection of the type of fault that has occurred as well as
locating the fault on a vast stretch of transmission network. There exists wide scope of …