NodeSet2, Companion Specs & SM Profiles Explained
September 8, 2026
How NodeSet2, OPC UA Companion Specifications, and CESMII SM Profiles fit together, and why the shared format keeps your industrial data portable.
Blog Posts
Industrial Data Governance Starts with the Information Model, Not the Access Matrix
August 6, 2026
Industrial data governance starts with shared meaning, not permissions. Learn how information models create a foundation for consistent semantics, access control, traceability, and portable OT data.
Master’s Thesis Recap: AI-Assisted Variable Mapping to OPC UA Information Models
July 15, 2026
Discover how AI can support variable mapping to OPC UA information models by combining semantic search with Large Language Models. This Master’s thesis recap explores a practical hybrid approach that
Master’s Thesis Recap: Framework for Regulatory Compliance for Software Supplier in Pharmaceutical Manufacturing
January 22, 2026
A practical framework developed in a master’s thesis to help software suppliers navigate pharmaceutical regulations, adopt a minimal Quality Management System, and prepare for audits without heavy upfront investments.
Master’s Thesis Recap: Industrial Time Series Analysis using Deep Learning
December 17, 2025
Industrial Time Series Analysis using deep learning for forecasting and anomaly detection in industrial automation, enabling predictive maintenance and better process planning.
Master’s Thesis Recap: OPC UA Role-Based Access Control in Industrial Automation
September 9, 2025
This master’s thesis recap examines how OPC UA Role-Based Access Control (RBAC) can be implemented in industrial automation. It compares directory integration with local role mappings, outlines their benefits and
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