Deep learning-based fault classification and location for underground power cable of nuclear facilities

A Said, S Hashima, MM Fouda, MH Saad - Ieee Access, 2022 - ieeexplore.ieee.org
Worldwide, Nuclear Power Plants (NPPs) must have higher security protection and precise
fault detection systems, especially underground power cable faults, to avoid causing …

A novel faulty phase selection method for single-phase-to-ground fault in distribution system based on transient current similarity measurement

Y Tang, Y Chang, J Tang, B Xu, M Ye, H Yang - Energies, 2021 - mdpi.com
In modern electrical power distribution systems, the effective operation of inverter-based arc
suppression devices relies on the accuracy of faulty phase selection. In the traditional …

Assessment of the Phase‐to‐Ground Fault Apparent Admittance Method with Phase/Ground Boundaries to Detect Types of Electrical Faults for Protective Relays …

EC Piesciorovsky… - … on Electrical Energy …, 2022 - Wiley Online Library
Protective relays in electric power grids recognize the types of electrical faults in a few
seconds. The most common detection method to detect the types of electrical faults is based …

Integrated Fault Detection, Classification and Section Identification (I-FDCSI) Method for Real Distribution Networks Using μPMUs

AH Medattil Ibrahim, M Sharma… - Energies, 2023 - mdpi.com
This paper presents a rules-based integrated fault detection, classification and section
identification (I-FDCSI) method for real distribution networks (DN) using micro-phasor …

Fault Classificaton and Location in Power Distribution Networks using 1D CNN with Residual Learning

KD Khattak, MA Choudhry… - 2024 IEEE Power & …, 2024 - ieeexplore.ieee.org
In this paper we use the difference of pre-fault and during fault phasor voltages expressed
as symmetrical voltages to classify and locate fault in a power distribution network with …

[HTML][HTML] Realistic μPMU Data Generation for Different Real-Time Events in an Unbalanced Distribution Network

AH Medattil Ibrahim, M Sharma… - Energies, 2023 - mdpi.com
Monitoring, protection, and control processes are becoming more complex as distributed
energy resources (DERs) penetrate distribution networks (DNs). This is due to the inherent …

Fault Detection and Fault Diagnosis in Power System Using AI: A Review

S Aziz, A Qaiser, U Kulsoom… - Sir Syed University …, 2024 - sirsyeduniversity.edu.pk
Electricity, which is essential to modern society, necessitates a consistent and uninterrupted
supply. Faults in power systems pose difficulties, highlighting the vital importance of fault …