Application: Predictive Maintenance

Description

Monitoring of equipment condition (e.g. vibrations, temperature, noise etc.) to detect maintenance requirements prior to machine failure

Devices

  • Temperature, pressure, vibration and ultrasound sensors

KPIs

KPI Value
DL E2E Packet LatencyHigh: < 100 ms
UL E2E Packet LatencyHigh: 100 ms - 500 ms
DL User Experience Data Rate (Mbps)High: 51 Mbps - 100 Mbps
Communication Service AvailabilityLow: < 90%
Guaranteed Bit RateGBR
CriticalityMission 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 IntegrationIntegrated
Device LifespanShort: 2 - 4 years
Device Power ConstraintsLimited: < 500 mW
DL E2E Packet ReliabilityHigh: < 10E-6
UL E2E Packet ReliabilityHigh: < 10E-6
Survival Time< 0.1 ms
Connectivity Service AreaLocal Indoor venue
APIsDevice-based
Connectivity Type (BAN/PAN/WAN/LAN)WAN - Cellular/LPWA/Satellite
Sidelink ConnectivityNot applicable
Sidelink Connectivity Data RateNot applicable
Sidelink Connectivity LatencyNot applicable
Position AccuracyFixed (no localization needed)
Velocity ResolutionNot applicable
False Alarm (FA)< 1 %
Missed Detection (MD)< 1 %
Edge Computing ServiceNot applicable
AI/ML ServiceCan be beneficial
AIML: PersonalizationCan be beneficial
AIML: Training Data SecurityRequired
Distributed Ledger ServiceCan be beneficial
Connectivity Subscription ProvisioningPre-subscribed and reprovision-able
Number of Subscriptions Supported by the Device1
Device Configuration and CustomizationNot required
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