Wind turbine maintenance plays a important role in ensuring long-term performance of wind energy systems. Regular turbine inspection helps identify hidden faults before they cause breakdowns. Preventative maintenance for wind turbines includes routine checks such as wind turbine blade inspection and gearbox diagnostics. These processes enhance p