Maintenance for wind turbines plays a crucial role in ensuring long-term performance of wind energy systems. Regular wind farm inspection helps identify performance gaps before they cause breakdowns. Preventative maintenance for wind turbines includes scheduled inspections such as turbine blade inspection and gearbox diagnostics. These processes