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