Manufacturing

#Use Case & Sub-Scenarios
1Automotive Assembly Line OptimizationTorque verification, Robot collision avoidance, Quality control feedback, Predictive tool maintenance
2Batch Process Manufacturing (Pharmaceutical)Heating phase control, PID temperature hold, Pressure/pH monitoring, Emergency stop, Batch record generation
3Food Processing - DairyPasteurization monitoring, Metal detection, Contamination prevention, HACCP logging
4Electronics Assembly (PCB)SMT line monitoring, Reflow oven profiling, AOI integration, Component traceability
5Chemical Plant SafetyGas leak detection, Emergency shutdown, Flare stack monitoring, Pressure vessel monitoring
6Packaging Line AutomationFill level inspection, Label verification, Seal integrity testing, Reject mechanism control
7CNC Machine MonitoringTool wear prediction, Spindle vibration analysis, Coolant temperature, Production counting
8Warehouse Automation (AGV)AGV fleet coordination, Battery monitoring, Path optimization, Collision avoidance

Logistics & Supply Chain

#Use Case & Sub-Scenarios
9Cold Chain Pharmaceutical DistributionVaccine freezer monitoring, Door open detection, Delivery vehicle tracking, Temperature excursion alerts
10Fleet ManagementRoute optimization, Predictive maintenance, Driver behavior monitoring, Fuel efficiency
11Warehouse Inventory ManagementRFID tracking, Automated replenishment, Cycle counting, Expiry date monitoring
12Last-Mile Delivery OptimizationDynamic rerouting, Proof of delivery, Real-time tracking, Customer ETA notifications
13Cross-Dock OperationsTrailer tracking, Dock door scheduling, Load balancing, Yard management
14Reverse LogisticsReturn tracking, Quality inspection, Restocking automation, Disposal management
15Intermodal Container TrackingGPS/GSM containers, Temperature monitoring (reefers), Seal integrity, Customs compliance

Agriculture

#Use Case & Sub-Scenarios
16Precision Irrigation - GreenhouseVPD-based scheduling, Frost protection, Pest detection (CV), Nutrient dosing
17Livestock MonitoringHealth tracking (wearables), Feed optimization, Birthing alerts, Geofencing
18Grain Silo ManagementTemperature/moisture monitoring, Aeration control, Spoilage prediction, Inventory tracking
19Precision Crop FarmingSoil mapping, Variable rate irrigation, Drone imagery integration, Yield prediction
20Aquaculture MonitoringWater quality (pH/DO/temp), Feeding automation, Disease detection, Harvest optimization

Green Power Infrastructure

#Use Case & Sub-Scenarios
21Solar Farm Optimization (5 MW)Grid injection curve, Demand response (peak shaving), Predictive maintenance, Cleaning optimization
22Wind Turbine FleetBearing failure prediction, Power curve monitoring, Pitch control, Yaw alignment
23Hydroelectric PlantFlow rate monitoring, Turbine vibration, Gate position control, Fish passage
24Battery Energy Storage System (BESS)SOC/SOH monitoring, Thermal runaway prevention, Cycle optimization, Grid frequency response
25Microgrid ControllerLoad balancing, Islanding detection, Generator coordination, Renewable forecasting
26EV Charging NetworkCharger availability, Load management, Payment integration, Maintenance alerts
27Substation AutomationTransformer monitoring, Breaker status, Fault detection, Remote control
28Smart Metering (AMI)Consumption analytics, Theft detection, Outage notification, Demand forecasting
29Gas Distribution NetworkPressure monitoring, Leak detection, Odorant tracking, Cathodic protection

Smart Buildings

#Use Case & Sub-Scenarios
30Commercial Office TowerDCV (CO₂-based), After-hours setback, Water leak detection, Lighting control
31Smart Hospital FacilityOR air quality, Isolation room pressurization, Medical gas monitoring, Nurse call integration
32Airport TerminalBaggage handling tracking, Gate display management, Restroom monitoring, Escalator/elevator
33Museum/ArchiveClimate control (temp/humidity), Light exposure monitoring, Security integration, Visitor flow
34Sports StadiumCrowd flow, Concession monitoring, Lighting control, Emergency response
35Data Center (Hyperscale)PUE optimization, UPS monitoring, Cooling control, Capacity planning

Retail & E-Commerce

#Use Case & Sub-Scenarios
36Smart Retail ChainOut-of-stock detection, Foot traffic analytics, Cold chain monitoring, Theft prevention
37Fulfillment CenterConveyor monitoring, Robot coordination, Packing station tracking, Shipping sortation
38Dark Store (Micro-fulfillment)Inventory robotics, Order picking optimization, Replenishment automation
39C-Store Inventory ManagementCooler monitoring, Shelf-scan cameras, Waste tracking, Vendor compliance
40Mall Common Area ManagementHVAC zones, Lighting schedules, Occupancy counting, Security coordination

Healthcare

#Use Case & Sub-Scenarios
41Large Hospital (500 beds)NEWS-2 monitoring, 5 Rights medication safety, Crash cart tracking, Asset management
42ICU MonitoringVentilator integration, Infusion pump alerts, Bed exit detection, Sepsis prediction
43Operating Room SuiteEquipment tracking, Sterilization monitoring, Surgical schedule integration, Supply inventory
44Laboratory Sample TrackingChain of custody, Temperature monitoring, Centrifuge tracking, Result auto-logging
45Pharmacy AutomationPyxis cabinet monitoring, Refrigerator tracking, Expiration management, Dispensing verification
46Assisted Living FacilityFall detection, Wander management, Medication reminders, Wellness monitoring
47Blood Bank ManagementTemperature monitoring, Usage tracking, Expiry alerts, Cross-match integration

Transportation

#Use Case & Sub-Scenarios
48Metropolitan Toll SystemLane management, Congestion control, Toll evasion detection, Incident response
49Railroad Crossing SafetyGate position monitoring, Train detection, Warning light control, Camera recording
50Airport Baggage HandlingConveyor monitoring, RFID tag tracking, Divert management, Load balancing
51Seaport Container TerminalCrane monitoring, Container tracking, Gate automation, Vessel scheduling
52Subway/LRT SystemTrain tracking, Platform doors, Crowd density, Predictive maintenance
53Bridge/Tunnel MonitoringStructural health, Traffic counting, Weather alerts, Emergency system

Telecom

#Use Case & Sub-Scenarios
54Cellular RANPower management (UPS/gen), Thermal management (5G), Fiber failover, Battery health
55Edge Data CentersTemperature monitoring, Security access, PUE tracking, Remote management
56Fiber Network MonitoringOTDR integration, Splice loss tracking, Intrusion detection, Capacity planning
57Telecom Shelter MonitoringDoor/gate sensors, HVAC control, Battery backup, Flood detection
58Small Cell DeploymentPower monitoring, Backhaul status, Interference detection, Permit compliance

Smart Cities

#Use Case & Sub-Scenarios
59City-Wide Waste ManagementFill level monitoring, Route optimization, Overflow alerts, Collection analytics
60Smart Street LightingAdaptive dimming, Fault detection, Energy monitoring, Motion activation
61Parking ManagementOccupancy detection, Dynamic pricing, Payment integration, Enforcement
62Air Quality MonitoringPM2.5/PM10 tracking, NO2/CO sensors, Alert system, Trend analysis
63Water Distribution NetworkPressure monitoring, Leak detection, Quality sensors, Pump efficiency
64Traffic ManagementAdaptive signals, Congestion prediction, Emergency preemption, Incident detection
65Public Safety CCTVLicense plate recognition, Crowd detection, Gunshot detection, Emergency response
66Bridge Structural HealthStrain gauges, Vibration sensors, Tilt monitoring, Corrosion detection

Education

#Use Case & Sub-Scenarios
67University CampusHVAC scheduled by class, Lighting control, Access integration, Energy dashboards
68K-12 School DistrictClassroom climate, Attendance tracking, Safety alerts, Maintenance tickets
69Research LabEquipment monitoring, Safety compliance, Gas detection

Hospitality

#Use Case & Sub-Scenarios
70Smart Hotel ChainGuest room energy mgmt, Predictive maintenance, Water leak detection, Housekeeping automation
71Restaurant ChainKitchen equipment monitoring, Cooler/freezer alerts, POS integration, Labor scheduling
72Resort PropertyPool/spa monitoring, Irrigation control, Concierge integration, Guest activity tracking

Oil & Gas

#Use Case & Sub-Scenarios
73Pipeline Leak DetectionPressure wave detection, Acoustic sensors, Thermal imaging, Auto valve shutoff
74Refinery Process ControlFlare monitoring, Tank level tracking, Pump efficiency, Safety shower testing
75Offshore PlatformHelideck monitoring, Personnel tracking, Ballast control, Emergency shutdown
76Wellhead MonitoringFlow rate, Casing pressure, Sand detection, ESP status

Remote Sites & Monitoring

#Use Case & Sub-Scenarios
77Weather Station NetworkSolar/battery power, LoRa/LTE-M gateway, 15-min upload, Predictive alerts
78Construction Site MonitoringFence intrusion, Equipment tracking, Dust monitoring, Worker safety
79Environmental MonitoringWater quality, Air quality, Noise monitoring, Wildlife tracking
80Mining SiteHaul truck tracking, Slope stability, Ventilation control, Personnel location
81Remote Telecom BackupGenerator monitoring, Fuel level, Battery voltage, Satellite backhaul