EngineersApplied AI
Predictive maintenance: from sensor to the alert someone actually acts on
Why most predictive maintenance pilots don't survive past month six — and what changes when the alert is designed together with operations.
2 min read
Tag
#IIoT
2 publications with this tag.
EngineersData Architecture
Factory floor data collection architecture with MQTT and time series
From PLC to dashboard: topology, broker selection, topic modeling, and data retention for reliable industrial telemetry.
2 min read
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