Industrial IoT: from field data to decisions
Understand the layers, limitations and acceptance criteria for a focused pilot.
Knowledge close to the field.
Practical guides to understanding industrial data and asking the right questions.
20 articles
Planning real-time industrial data collection
A practical plan for sampling, timestamps, device load and missing records.
A practical guide to industrial MQTT
Broker, topics, QoS and reconnection: separate protocol guarantees from application duties.
Modbus RTU and TCP: differences that matter
Compare transport options through register maps, polling and field conditions.
How MQTT and Modbus work together
Connect device polling and message distribution through a well-defined gateway.
Bringing PLC data to a web dashboard
Preserve meaning and quality from approved reads to the user's screen.
Designing a remote monitoring system
Start with user decisions, connection limits and failure behaviour.
Temperature monitoring with PT100
Consider the sensor, wiring, input module and record quality together.
Monitoring cold-room temperature
Plan placement, calibration, duration-based alarms and missing data handling.
Which data does energy monitoring need?
From kW versus kWh to counter resets and fair consumption comparisons.
Where production performance tracking starts
Begin with a state model, product context and dependable initial measurements.
Recording and classifying machine downtime
Keep time intervals, reason codes and operator confirmation distinct.
Designing useful industrial alarms
Apply hysteresis, duration, priority and ownership to reduce alarm fatigue.
Preparing data for predictive maintenance
Build measurement quality, maintenance history and context before selecting a model.
What should an industrial dashboard show?
Make roles, freshness, alarm context and uncertainty visible.
When is an IoT gateway needed?
Clarify protocol bridging, local buffering and responsibilities at the edge.
Moving sensor data to the cloud
Decisions about volume, outages, duplicates and secure access.
Choosing a focused digital transformation pilot
Connect a small scope to a meaningful operating question and measurable acceptance.
What data is required for OEE?
Calculate availability, performance and quality from a consistent event model.
Authorisation and safety in remote control
Design command requests, field acceptance and verified physical outcomes separately.
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