Wind turbine maintenance plays a crucial role in ensuring long-term performance of wind energy systems. Regular wind farm inspection helps identify performance gaps before they lead to failures. Preventive maintenance for renewable energy systems includes planned servicing such as wind turbine blade inspection and gearbox diagnostics. These proc