Wind turbine maintenance plays a crucial role in ensuring long-term performance of wind power systems. Regular turbine inspection helps identify hidden faults before they impact productivity. Preventive maintenance for renewable energy systems includes routine checks such as turbine blade inspection and wind gearbox testing. These processes impr