#iiot

5 posts

Edge Computing for IIoT: When to Process at the Source

Edge Computing for IIoT: When to Process at the Source

Stop sending raw sensor data to the cloud. A deep dive into edge processing, local LLM routing, and the privacy hard-wall for IIoT.

Condition-Based vs Time-Based Maintenance: Making the Switch

Condition-Based vs Time-Based Maintenance: Making the Switch

Stop replacing parts that aren't broken. A deep dive into moving from calendar-based schedules to real-time condition-based maintenance in IIoT.

Vibration Monitoring Architecture: From Sensor to Dashboard

Vibration Monitoring Architecture: From Sensor to Dashboard

Building a production-ready vibration monitoring pipeline. Lessons on sampling rates, MQTT bottlenecks, and avoiding dashboard lag.

MQTT Broker Selection: HiveMQ vs Mosquitto for Industrial Use

MQTT Broker Selection: HiveMQ vs Mosquitto for Industrial Use

Comparing HiveMQ and Mosquitto for industrial IoT: scalability, security, and reliability

Equipment Health Scoring: How One Number Made My Operators Stop Checking the Dashboard

Equipment Health Scoring: How One Number Made My Operators Stop Checking the Dashboard

Turn raw sensor data into a single, actionable health score operators actually use

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