IIoT for Asset Condition Monitoring

What this topic covers

Connecting field sensors, gateways, historians and analytics without confusing monitoring with control.

Core ideas

Industrial IoT architectures move condition data from assets to applications where trends and alarms can be evaluated.

Gateways often bridge protocols, networks or security zones.

Asset integrity programs should define data ownership, retention, quality and cybersecurity requirements.

Program tradeoffs

Data must retain asset identity, timestamp, units and operating context to support reliable trend analysis.

What good evidence looks like

Anomalies and model predictions are decision support, not automatic proof of failure.

Lifecycle perspective

OT security should protect monitoring availability and integrity without interfering with safe operation.