Wind turbine maintenance plays a important role in ensuring long-term performance of wind energy systems. Regular wind turbine inspection helps identify potential issues before they lead to failures. Preventive maintenance for renewable energy systems includes routine checks such as wind turbine blade inspection and wind gearbox testing. These p