Application of Deep Learning Gated Recurrent Unit in Hybrid Shunt Active Power Filter for Power Quality Enhancement

Application of Deep Learning Gated Recurrent Unit in Hybrid Shunt Active Power Filter for Power Quality Enhancement

This research work aims at providing power quality improvement for the nonlinear load to improve the system performance indices by eliminating maximum total harmonic distortion (THD) and reducing neutral wire current. The idea is to integrate a shunt hybrid active power filter (SHAPF) with the syste...

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Bibliographic Details
Main Authors: Ayesha Ali, Ateeq Ur Rehman, Ahmad Almogren, Elsayed Tag Eldin, Muhammad Kaleem
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Energies
Subjects:
shunt hybrid active power filter (SHAPF)
passive power filter (PPF)
long short-term memory (LSTM)
gated recurrent unit (GRU)
total harmonic distortion (THD)
root-mean-square error (RMSE)
Online Access:https://www.mdpi.com/1996-1073/15/20/7553

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