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] Fault detection and location of power transmission lines using intelligent distance relay

S Sa'ad Ahmed, I Ismaeel, KM Karam - International Journal of …, 2020 - academia.edu
The aim of this paper is to design a three-phase distance relay using an adaptive neuro-
fuzzy inference system algorithm (ANFIS). The proposed relay is used to protect the power …

Fault location estimation on transmission lines using neuro-fuzzy system

MR Mustari, MN Hashim, MK Osman, AR Ahmad… - Procedia Computer …, 2019 - Elsevier
Accurate fault location on transmission line is important in ensuring consistent and reliable
operation of the power deliver to long distance destination. Conventional methods for …

Protection Relay Performance Comparison for Faults Detection and Classification Based on ANN and ANFIS

II Alnaib, ANB Alsammak, S Sabry - Control, Instrumentation and …, 2022 - Springer
In this paper, a smart protection relay is designed to protect a power system from faults. This
relay contains two parts. The first one is to detect faults while the second one is to classify …

Artificial neural networks and their applications to intelligent fault diagnosis of power transmission lines

FM Shakiba - 2022 - search.proquest.com
Over the past thirty years, the idea of computing based on models inspired by human brains
and biological neural networks emerged. Artificial neural networks play an important role in …

Reduce Multiple Power Quality Issues with UPQC by Using UVTG and PQ Current Control Techniques Based on Snake Optimization

II Alnaib, AN Alsammak - International Conference on Electrical and …, 2024 - Springer
In power distribution systems the power quality (PQ), is a major challenge. Power quality
issues include current harmonics, poor power factor, voltage harmonics, and voltage sag …

Utilize UPQC to Reduce Power Quality Issues by SRF Control Strategies Based on Snake Optimization

II Alnaib, AN Alsammak - International Conference on Electrical and …, 2024 - Springer
Power quality (PQ) is a major issue in electrical distribution networks. Imbalance non-linear
loads cause issues in power quality, such as current harmonics, low power factor, voltage …

Artificial neural networks and their applications to intelligent fault diagnosis of power transmission lines

F Mohammadi Shakiba - 2022 - digitalcommons.njit.edu
Over the past thirty years, the idea of computing based on models inspired by human brains
and biological neural networks emerged. Artificial neural networks play an important role in …

Reduce Multiple Power Quality Issues with UPQC by Using UVTG and PQ

II Alnaib, AN Alsammak - … : Proceedings of ICEEE 2024, Volume 1 - books.google.com
In power distribution systems the power quality (PQ), is a major chal-lenge. Power quality
issues include current harmonics, poor power factor, voltage harmonics, and voltage sag …

[PDF][PDF] DQ Model of Three Phase Isolated Induction Generator using Matlab

AS Ghanim, II Alnaib, A BassamAziz - researchgate.net
With the increased dependence on the renewable sources in the production of electrical
energy; the induction generator get more importance as a basic generation unit in such …