Jose Manuel Lopez-Guede

University of the Basque Country
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Spain

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Articles (10)

Battery Charge Control in Solar Photovoltaic Systems Based on Fuzzy Logic and Jellyfish Optimization Algorithm

The study focuses on the integration of a fuzzy logic-based Maximum Power Point Tracking (MPPT) system, an optimized proportional Integral-based voltage controller, and the Jellyfish Optimization Algorithm into a solar PV battery setup. This integrated approach aims to enhance energy harvesting efficiency under varying environmental conditions. The study’s innovation lies in effectively addressing challenges posed by diverse environmental factors and loads. The utilization of MATLAB 2022a Simulink for modeling and the Jellyfish Optimization Algorithm for PI-controller tuning further strengthens our findings. Testing scenarios, including constant and variable irradiation, underscore the significant enhancements achieved through the integration of fuzzy MPPT and the Jellyfish Optimization Algorithm with the PI-based voltage controller. These enhancements encompass improved power extraction, optimized voltage regulation, swift settling times, and overall efficiency gains.

Year:

2023

Collaborators (4)

Ekaitz Zulueta-Guerrero

University of the Basque Country

SPAIN

U. Fernandez-Gamiz

University of the Basque Country

SPAIN

Emanuela Fanelli

Associate Professor

Marche Polytechnic University

ITALY

Manuel M Graña Romay

Prof.

UPV/EHU

SPAIN
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