Wind turbine maintenance plays a crucial role in ensuring optimal output of wind energy systems. Regular wind farm inspection helps identify potential issues before they cause breakdowns.Preventive maintenance for renewable energy systems includes routine checks such as wind turbine blade inspection and wind turbine gearbox testing. These processes