Engineering notes
14 articles on industrial automation — what works in production, what doesn't, and what it costs.
Industrial Automation8 min
How to cut manufacturing energy costs with real monitoring: submetering, CT sensors, demand charges, and the fixes that pay back in under a year.
Industrial Automation7 min
Digital transformation for small manufacturers, minus the consulting deck: where to start, what to skip, and a practical sequence that pays as it goes.
Industrial Automation8 min
MES vs. custom software for small manufacturers: what an MES actually does, honest cost ranges, and when custom software is the better fit for your plant.
Industrial Automation8 min
Machine monitoring ROI, worked step by step: downtime cost per hour, hardware and install costs, and a hypothetical payback example with stated assumptions.
Industrial Automation8 min
Industrial AI explained in plain English: what it is, where it actually works in manufacturing, realistic costs, and how small plants should start.
Industrial Automation8 min
Energy monitoring for manufacturers: using CTs, submeters, and kWh-per-part data to find wasted energy, idle loads, leaks, and peak demand charges.
Industrial Automation8 min
Traceability in manufacturing explained: lot vs serial tracking, part marking and scanning, genealogy records, and audit-ready systems without a full MES.
Industrial Automation7 min
How to build production dashboards operators actually use: what to show, andon-style design for the floor, data trust, and hardware that survives a plant.
Industrial Automation8 min
PLC data collection explained: Modbus, Ethernet/IP, OPC UA, and MQTT, plus gateways, Kepware-class OPC servers, and historians, with practical costs.
Industrial Automation8 min
Downtime tracking methods compared: clipboards, spreadsheets, and automated systems, plus how to design reason codes operators will actually use.
Industrial Automation8 min
OEE explained for small manufacturers: the availability, performance, and quality math, common traps, and how to measure OEE without buying a big MES.
Industrial Automation7 min
Machine monitoring explained: what it is, the signals it captures, what the data actually tells you, and typical costs for small manufacturers.
