Operational
Mechanism.
Technical details of field integration, data flow, and autonomous decision algorithms.
Edge Hardware
Ultrasonic Microphone Array
Vibration Accelerometer
HD Optical Camera
NVIDIA Jetson Orin NX
Artificial Intelligence
Navigation (SLAM)
SLAM with positioning at escalator start and end points
Perception & Analysis
Escalator Motor, Gear and Chain Sound Frequency Analysis; Wear Score Calculation
Autonomous Workflow
The robot stops at the start and end of each escalator, collecting 10-second acoustic and vibration data.
AI classifies abnormal squeaking, knocking, and wear sounds by comparing motor, gearbox, and chain sounds against reference baseline.
Each escalator assigned a 'health score'; automatic service call opened with maintenance company when score drops.
Escalator shutdown recommendation transmitted to facility management when sudden breakdown risk detected; accident risks eliminated.
Operational ROI.
Strategic Decision.
EXPECTED BALANCE IMPACT
Annual $45,000 maintenance and compensation savings. ROI: 2.3x | Payback: 2.0 Years.
Reduces escalator-related customer injury incidents by 94%; decreases unplanned escalator downtime by 78%.
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.