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