Maintenance for wind turbines plays a crucial role in ensuring long-term performance of renewable energy systems. Regular wind farm inspection helps identify potential issues before they cause breakdowns. Wind turbine operation and maintenance includes scheduled inspections such as turbine blade inspection and wind turbine gearbox testing. These