Improving photovoltaic water pumping system performance with ANN-based direct torque control using real-time simulation

Improving photovoltaic water pumping system performance with ANN-based direct torque control using real-time simulation

Abstract Photovoltaic Water Pumping Systems (PVWPS) have become increasingly important as a renewable energy solution in rural areas, providing energy independence, cost savings, and environmental friendliness. This system has two main controllers. The first controller is employed to maximize power...

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Main Authors: Ikram Saady, Btissam Majout, Ismail El Kafazi, Mohammed Karim, Badre Bossoufi, Najib El Ouanjli, Said Mahfoud, Ahmed Althobaiti, Thamer A. H. Alghamdi, Mohammed Alenezi
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Photovoltaic water pumping system
Artificial neural networks
Direct torque control
Induction motor
dSPACE DS1104
Online Access:https://doi.org/10.1038/s41598-025-88330-8
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https://doi.org/10.1038/s41598-025-88330-8

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