High Impedance Fault Detection in Distribution Feeder Based on Spectrum Analysis and ANN with Non-Linear Load

High Impedance Fault Detection in Distribution Feeder Based on Spectrum Analysis and ANN with Non-Linear Load

High Impedance Fault (HIF) detection in distribution networks is challenging for protection engineers, mainly because HIFs possess unique characteristics, including non-linearity, asymmetry, randomness, and relatively low fault current levels compared to the feeder load current. In this regard, the...

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Bibliographic Details
Main Authors: Mohammed Naisan Allawi, Ali Nasser Hussain, Mousa K. Wali, Daniel Augusto Pereira
Format: Article
Language:English
Published: middle technical university 2024-06-01
Series:Journal of Techniques
Subjects:
Frequency Spectrum
Fast Fourier Transform
Artificial Neural Network
PSD
Distribution Feeder
High Impedance Fault
Online Access:https://journal.mtu.edu.iq/index.php/MTU/article/view/1320
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