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ThingsBoard AI Predictive Maintenance

IoT anomaly detection pipeline using calculated fields and LLM classification

Field note

What it does

End-to-end pipeline: devices send telemetry, calculated fields maintain rolling windows, AI rule node classifies anomalies, ThingsBoard creates alarms.

Capabilities

Available capabilities

Automated Alarm Generation Rolling Window Calculated Fields 100+ LLM Integration AI Anomaly Detection

Access Token

ThingsBoard AI Predictive Maintenance

What it does

Available capabilities

Tags

Ways to use it

Product features

Access Token

Certificate Chain (Recommended for fleets)

Command-Line Tools

Connection Parameters

Credential Types

Getting Connected

Individual Certificate

MQTT Basic

MQTT over TLS

MQTT Transport Configuration

Topic Formats

X.509 Certificate