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IIoT Architecture: Integrating Field Sensor OPC-UA & MQTT with Enterprise Cloud Systems

P
Priya Verma
Lead SCADA & HMI Engineer • June 2026
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Key Technical Takeaways
  • MQTT Publish/Subscribe model significantly reduces bandwidth consumption compared to traditional HTTP polling.
  • TLS 1.3 encryption and X.509 certificate authentication safeguard OT networks from cyber security breaches.
  • Node-RED and Edge Python scripts aggregate real-time FFT vibration data for predictive bearing failure detection.

1. MQTT vs OPC-UA in OT-IT Connectivity

OPC-UA acts as the standard protocol inside the factory floor for machine-to-machine (M2M) communication. MQTT serves as the lightweight transport mechanism to push telemetry over wide area networks (WAN) to AWS IoT Core or Microsoft Azure IoT Hub.

JSON SnippetCrown Apex Standard
{
  "deviceId": "LINE_01_PUMP_03",
  "timestamp": "2026-08-16T10:30:00Z",
  "telemetry": {
    "vibration_rms_mm_s": 2.45,
    "stator_temp_celsius": 68.2,
    "current_amps": 45.1,
    "power_factor": 0.89
  },
  "status": "HEALTHY"
}
Tags:#IIoT#MQTT#Node-RED#Predictive Maintenance

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