Design and simulation of a 5 KW solar-powered hybrid electric vehicle charging station with a ANN–Kalman filter MPPT and MPC-based inverter control for reduced THD

Design and simulation of a 5 KW solar-powered hybrid electric vehicle charging station with a ANN–Kalman filter MPPT and MPC-based inverter control for reduced THD

This study focuses on the control of an OFF-board electric vehicle (EV) charging station, providing a cost-efficient solution for managing high grid demand periods. By integrating a Kalman filter with Artificial Neural Networks (ANN) for Maximum Power Point Tracking (MPPT), the system optimizes ener...

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Bibliographic Details
Main Authors: Youness Hakam, Hajar Ahessab, Ahmed Gaga, Mohamed Tabaa, Benachir El Hadadi
Format: Article
Language:English
Published: Elsevier 2025-03-01
Series:Scientific African
Subjects:
Hybrid Artificial Neural Networks-Kalman Filter (ANN-KF)
Electric vehicle
Station charger
PV
MPPT
Model Predictive Control (MPC)
Online Access:http://www.sciencedirect.com/science/article/pii/S2468227625000341
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