August 7, 2025AlgorithmsOpen Access

Comparison of Classical and Artificial Intelligence Algorithms to the Optimization of Photovoltaic Panels Using MPPT

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AI techniques enhance the optimization of photovoltaic systems through effective MPPT algorithms.
Simulation models were developed in MATLAB/Simulink to analyze various control strategies, including neural networks.
Results demonstrated that AI-based methods outperform traditional control strategies under non-uniform conditions.
The findings suggest intelligent controllers significantly improve the energy harvesting capabilities of photovoltaic panels.

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Comparison shows AI methods improve efficiency in photovoltaic systems using maximum power point tracking algorithms.

Sousa et al. (2025) studied this question.

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