Escalator & Elevator Fault Early Warning System.

Escalator and elevator breakdowns stranding customers and creating safety risks.

REF: PUB-12
Mall & Public Areas

Operational
Mechanism.

Technical details of field integration, data flow, and autonomous decision algorithms.

Edge Hardware

Vibration Sensor
Thermal Camera
Acoustic Emission Microphone
HD Camera
2D LiDAR

Artificial Intelligence

Navigation (SLAM)

Multi-floor patrol navigation using elevators between mall floors

Perception & Analysis

Mechanical Anomaly Detection (Vibration FFT Analysis), Thermal Hotspot Classification, and Sound Signature Matching

Autonomous Workflow

Robot visits each escalator and elevator 3 times daily; performs mechanical health scan with vibration sensor and acoustic microphone.

Thermal camera detects overheating in motors and gearboxes; anomalies outside normal profiles are reported.

Worn step surfaces, broken handrails, and objects posing entrapment risk identified by camera.

Maintenance priority queue created for high-risk equipment; automatic stop command sent in emergencies.

Operational ROI.
Strategic Decision.

EXPECTED BALANCE IMPACT

Annual $47,000 maintenance savings and customer experience gain. ROI: 2.4x | Payback: 1.9 Years.

Reduces unplanned breakdown downtime by 62%; decreases customer safety incidents by 85%.

Review Architecture
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Professional Presentation.

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