From Factory Floor to Excel: Tracking Machine Power Consumption with Raspberry Pi Pico and MQTT
Imagine your manager stops by with a request. Upper management wants a report on the power consumption of one of the machines on the factory floor.
Posts
From Raw Telemetry to Frontier AI: Automated Motor Temperature Assessment with Pandas and APIs
In this tutorial, we will take a fresh stream of noisy motor temperature telemetry, scrub it using Python and Pandas, hand the clean data off to a frontier AI model via API for automated pattern analysis
From Noise to Signal: Cleaning Industrial Sensor Data with Python and Pandas
In a perfect world, sensors provide a continuous stream of clean, predictable measurements. On a real plant floor, the physical environment is hostile. Electromagnetic interference, transient voltage drops, and packet drops turn telemetry streams into ragged logs littered with missing timestamps, phantom spikes, and missing payloads.
From Factory Motor Runtime to AI Analysis with MQTT and Raspberry Pi Pico
This time we'll keep that pipeline and change two things. Instead of temperature, we'll monitor whether our factory motor is running or stopped. Then we'll get an AI to evaluate the motor's operating pattern.
