Technical research
Engineering articles & case notes
Deep technical explainers built around durable industrial automation questions: what to measure, how to integrate it, how it fails, and what evidence supports acceptance.
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MES Integration Without Losing Production Context
A technical guide to work orders, genealogy, state, quality, idempotent transactions, and recovery at the PLC–MES boundary.
Manufacturing Careers in an Automated Plant
A technical workforce map for automation technicians, controls specialists, maintenance roles, robotics, quality, and operations data.
IIoT and Edge Analytics on the Factory Floor
A practical architecture for MQTT, OPC UA, sensor telemetry, edge buffering, data quality, and operational analytics.
Robotics Integration and EOAT in Precision Molding
Engineering end-of-arm tooling for injection molding: payload, gripping, utilities, dimensional stability, safety, cycle time, and recovery.
Cybersecurity for Remote Industrial Access
A reference architecture for controlled OT remote access using identity, zones, jump hosts, monitored sessions, and recoverable PLC environments.
Digital Twins in Modern Packaging Machinery
How physics-based models, control emulation, virtual commissioning, and calibrated degradation models support packaging line engineering.
Automotive Automation Turnaround: Traceability, Flow, and Quality at the Line
A technical case-study framework for recovering line performance through vehicle tracking, constraint analysis, quality containment, and disciplined controls changes.