Wind turbine maintenance plays a crucial role in ensuring optimal output of wind energy systems. Regular turbine inspection helps identify hidden faults before they impact productivity. Preventive maintenance for renewable energy systems includes routine checks such as blade inspection and repair and gearbox diagnostics. These processes enhance