Operational
Mechanism.
Technical details of field integration, data flow, and autonomous decision algorithms.
Edge Hardware
FLIR Radiometric Thermal Camera
RTK-GPS Module
5G Edge Transmitter
LiDAR L2
Artificial Intelligence
Navigation (SLAM)
RTK-GPS assisted autonomous row-by-row driving between panel rows
Perception & Analysis
Thermal Anomaly Segmentation and PV Cell Hotspot Classification (YOLOv8-thermal)
Autonomous Workflow
The robot patrols autonomously along panel rows in the solar farm; positioned with centimeter precision via RTK-GPS.
The FLIR thermal camera scans each panel, segmenting hotspots, diode failures, and overheating zones caused by micro-cracks.
Detected anomalies are instantly transmitted to the SCADA system via API with panel coordinates, risk score, and thermal imagery.
Automatic work orders are opened for maintenance teams; yield loss (in kWh) of faulty panels is reported for prioritization.
Operational ROI.
Strategic Decision.
EXPECTED BALANCE IMPACT
Annual $58,000 energy yield gain and maintenance optimization. ROI: 2.9x | Payback: 1.5 Years.
Reduces the average 3-week late detection of faulty panels to hours; decreases yield loss by 12%.
Review Architecture
Plans with
Professional Presentation.
Our engineers are ready to present this scenario specially prepared for your facility to your C-Level team. Start your autonomy transformation today.