Optimization of hybrid PV-wind systems with MPPT and fuzzy logic-based control

The growing demand for sustainable and reliable energy solutions has driven the development of hybrid renewable energy systems (HRES) that combine multiple energy sources. This research explores the integration of solar energy and wind energy systems, utilizing permanent magnet synchronous generators (PMSG) for wind energy conversion. PMSGs are gaining popularity due to their high efficiency and ability to operate effectively in variable-speed wind conditions, making them ideal for hybrid systems. The study focuses on optimizing the energy extraction from both PV and wind systems using maximum power point tracking (MPPT) boost converters. The control for the MPPT boost converters is based on fuzzy logic (FL), a method that offers flexibility and adaptability in managing the non-linear and dynamic characteristics of renewable energy sources. A hybrid system consisting of PV, wind energy, and a battery storage system connected to a DC bus is simulated using MATLAB Simulink. The model demonstrates the effectiveness of integrating PV and wind energy with MPPT-controlled boost converters and fuzzy logic control, ensuring optimal energy utilization, stable system performance, and efficient energy storage. This research underscores the potential of hybrid renewable energy systems, showcasing how advanced control strategies can significantly improve the efficiency and reliability of energy generation and storage solutions.

Authors

Institutions

Publication Details

Journal
Indonesian Journal of Electrical Engineering and Computer Science
Published
2025-08-01
DOI
https://doi.org/10.11591/ijeecs.v39.i2.pp747-760
Primary Topic
Solar Radiation and Photovoltaics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Optimization of hybrid PV-wind systems with MPPT and fuzzy logic-based control

Yassine Bellebna, Abdallah Laidi, Abdelkader Harrouz, Ayoub Fenniche et al.
Indonesian Journal of Electrical Engineering and Computer Science
Solar Radiation and Photovoltaics
article

Optimization of hybrid PV-wind systems with MPPT and fuzzy logic-based control

Yassine Bellebna, Abdallah Laidi, Abdelkader Harrouz, Ayoub Fenniche, Ismail Benlaria
article en

Abstract

The growing demand for sustainable and reliable energy solutions has driven the development of hybrid renewable energy systems (HRES) that combine multiple energy sources. This research explores the integration of solar energy and wind energy systems, utilizing permanent magnet synchronous generators (PMSG) for wind energy conversion. PMSGs are gaining popularity due to their high efficiency and ability to operate effectively in variable-speed wind conditions, making them ideal for hybrid systems. The study focuses on optimizing the energy extraction from both PV and wind systems using maximum power point tracking (MPPT) boost converters. The control for the MPPT boost converters is based on fuzzy logic (FL), a method that offers flexibility and adaptability in managing the non-linear and dynamic characteristics of renewable energy sources. A hybrid system consisting of PV, wind energy, and a battery storage system connected to a DC bus is simulated using MATLAB Simulink. The model demonstrates the effectiveness of integrating PV and wind energy with MPPT-controlled boost converters and fuzzy logic control, ensuring optimal energy utilization, stable system performance, and efficient energy storage. This research underscores the potential of hybrid renewable energy systems, showcasing how advanced control strategies can significantly improve the efficiency and reliability of energy generation and storage solutions.

Indonesian Journal of Electrical Engineering and Computer ScienceVol. 39(2)
Ahmed Draia University (DZ), École Nationale Polytechnique d'Oran (DZ), Université Djilali de Sidi Bel Abbès (DZ)
Openalex Percentile: Top 90%
Solar Radiation and Photovoltaics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Optimization of hybrid PV-wind systems with MPPT and fuzzy logic-based control — Yassine Bellebna, Abdallah Laidi, et al. · Indonesian Journal of Electrical Engineering and Computer Science (2025) | TGRS Research Map | TGRS