Back to Cases
Logistics Automation
H-Mart Logistics: Preventing Conveyor Motor Failure
Reduced downtime by 85%
Downtime Prevented
4 Hours
Cost Saving
$45,000
Detection Time
< 0.1s
The Challenge & Solution
In large-scale logistics centers, conveyor belt motors are critical assets.
A sudden failure can halt the entire sorting line, leading to significant delays and revenue loss.
SignalCraft installed its non-invasive acoustic sensors on 50 key motors.
Within two weeks, the AI detected an abnormal frequency pattern in Motor #42, indicating early-stage bearing wear.
Maintenance teams were alerted immediately and replaced the bearing during a scheduled break, preventing a potential 4-hour unplanned outage.
Key Technologies Used
- Acoustic Signature Analysis
- Edge AI Processing
- Real-time Anomaly Detection
- Predictive maintenance Dashboard