Application: Manufacturing Efficiency: Non-real Time Monitoring

Description

Non-real time use case – Collecting all types of data, sensors feed data from the production equipment on the factory floor into factories’ analytics systems, tracking everything from access logs to vibrations. This data is aggregated in the cloud and can be used to bring visibility to production facilities, help identify bottlenecks in the manufacturing process, and support better decisions for improvements. For example, production equipment on the factory floor can communicate when quantities are low and order more raw materials to safeguard against the line shutting down, utilizing just-in-time, cost-effective replenishment.

Devices

  • Sensors embedded in manufacturing equipment

KPIs

KPI Value Notes
DL E2E Packet LatencyHigh: < 100 ms—
UL E2E Packet LatencyHigh: 100 ms - 500 ms—
DL User Experience Data Rate (Mbps)Low: < 10 Mbps—
Communication Service AvailabilityBest effort—
Guaranteed Bit RateNon-GBR—
CriticalityNon-critical—
Priority Service (NS/EP)No—
Service ContinuityNot required—
MobilityFixed—
Synchronization Precision> 1 ms—
Connection DensityVariable—
Communication DirectionOne-way—
Common Communication ModeUnicast—
Data Reporting ModeHybrid driven—
Device Type and Form FactorSmall non-display module—
Device IntegrationStandalone—
Device LifespanMedium: 4 - 8 years—
Device Power ConstraintsConstrained: < 2 W—
DL E2E Packet ReliabilityBest effort—
UL E2E Packet ReliabilityBest effort—
Survival Time> 100 ms—
Connectivity Service AreaLocal Indoor venue—
Connectivity Type (BAN/PAN/WAN/LAN)WAN - Cellular/LPWA/Satellite—
Position AccuracyFixed (no localization needed)—
Sensing Range ResolutionStringent (0.1 m - 10 m)—
Velocity Resolution< 1 m/s—
False Alarm (FA)< 1 %—
Missed Detection (MD)< 1 %—
Edge Computing ServiceCan be beneficial—
EC: Edge Compute OffloadDevice <--> Cloud—
EC: Edge Storage OffloadDevice <--> Cloud—
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