Operational
Mechanism.
Technical details of field integration, data flow, and autonomous decision algorithms.
Edge Hardware
HD Macro Camera
UV Fluorescent Lighting
Moisture Sensor
Compact 2D LiDAR
Artificial Intelligence
Navigation (SLAM)
Compact SLAM navigating under CNC machines with low-profile (15cm height) obstacle clearance
Perception & Analysis
Oil Stain Segmentation and Leak Source Classification (Hydraulic/Lubrication/Coolant)
Autonomous Workflow
The compact Go2 robot enters under CNC machines and scans surfaces invisible to humans under UV fluorescent light.
UV lighting distinguishes hydraulic oil, lubricant, and coolant stains by different fluorescent colors.
Leak size, spread rate, and source type classified by AI; machine-specific leak profile generated.
Maintenance work order automatically opened in CMMS for the relevant CNC machine; machine shutdown recommendation transmitted to MES if leak severity is critical.
Operational ROI.
Strategic Decision.
EXPECTED BALANCE IMPACT
Annual $54,000 maintenance and quality savings. ROI: 2.7x | Payback: 1.7 Years.
Reduces hydraulic failure-related unplanned CNC downtime by 83%; decreases part scrap rate by 28%.
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.