Wind turbine maintenance plays a important role in ensuring maximum efficiency of renewable energy systems. Regular wind farm inspection helps identify hidden faults before they lead to failures. Preventive maintenance for renewable energy systems includes routine checks such as turbine blade inspection and wind gearbox testing. These processes