Author

Marouane Marzouk

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Review Open access 2026

Toward Intelligent Fault Diagnosis in Renewable Energy Systems: Integrating Data-Driven and Model-Based Approaches Under Variable Environmental Conditions

Renewable energy systems, including solar photovoltaic arrays and wind turbines, operate under highly variable environmental and operating conditions. Factors such as changing irradiance, temperature fluctuations, wind variability, and component aging make Fault Detection and Diagnosis (FDD) particularly challenging. T...

Marouane Marzouk, Majdi Mansouri, Ahmed Anis Kahloul et al. · IEEE Access · 1 citation