Traditional Methods Challenges: 

• Time-Consuming Inspections – Manual checking of panels is slow and inefficient.
• Invisible Faults – Many electrical issues (hotspots, microcracks) cannot be seen with the naked eye.
• Inefficient Energy Output Monitoring – Difficult to quickly locate underperforming panels or strings.
• Land Use Challenges – Large-scale farms require regular vegetation and terrain monitoring.

With Drone Technology:

• O&M Digital Twins – A georeferenced digital twin that empowers the asset management through centralized monitoring, and predictive maintenance.
• Project planning – Using RGB/Photogrammetry + LiDAR, we generate Terrain models, support layout and installation optimization and construction progress monitoring.
• Panel Performance Monitoring – PID (Potential Induced Degradation), Hotspot and micro-cracks detection and visualization utilizing Thermal Imaging + RGB sensors.
• String & Inverter Diagnostics – Thermal Imaging for fault mapping by string/inverter zone
• Soiling & Vegetation Encroachment – Maps of dust accumulation, shading, and vegetation growth.

• Solar cells cleaning – Specialized drone cleaning systems.