Maintenance for wind turbines plays a crucial role in ensuring long-term performance of renewable energy systems. Regular wind farm inspection helps identify hidden faults before they cause breakdowns. Preventive maintenance for renewable energy systems includes routine checks such as blade inspection and repair and gearbox diagnostics. These pr