Reinforcement Learning for Dynamic Maintenance Planning in Industrial Installations
Reinforcement Learning transforms maintenance from static to dynamic. Discover how you can reduce unplanned downtime by 20-30% with sensor data and AI.
Cross-cutting #Industry 4.0
Industry 4.0, IIoT, digital twins, predictive analytics and smart manufacturing technologies.
144 articles
Cybersecurity of industrial control systems: maintenance and fixes according to the IEC 62443 standard
This article details the application of the IEC 62443 standard for the maintenance and updating of industrial control systems. It offers a rigorous approach to…
Automation in Procurement MRO: AI, RFQ Generation and Supplier Matching
AI-powered MRO purchasing automation dramatically reduces RFQ cycle time and optimizes supplier matching. Explore how to implement this solution in industry.
Retrofitting Condition Monitoring Sensors on Legacy Rotating Equipment: A Strategic Imperative for Industrial Reliability
Modernizing legacy rotating equipment with condition monitoring sensors is crucial for industrial reliability and efficiency. This guide details a strategic approach to retrofitting, including comprehensive…
Modernization of HMI interfaces: Transition to open and secure standards
This technical guide details the strategic migration of obsolete HMI interfaces to open standards for aerospace and energy sites. A rigorous approach to optimize availability,…
Industrial UPS Systems: Safeguarding the Critical Continuity of Manufacturing Processes
Industrial UPS systems are essential for manufacturing in 2026, protecting critical processes from power interruptions. This technical analysis covers everything from the operating principles of…
Modernization of Industrial Lighting: Efficiency, Smart Control and IoT Integration in the Metalworking Industry
Technical analysis of the retrofit of industrial lighting systems towards smart LEDs and IoT. Includes ROI calculations, installation roadmap, and precision component integration for production…
The Evolution of PLCs: From Relay Logic to Edge Computing in Brazilian Manufacturing
Technical analysis of the transition of industrial control systems, from relay logic to edge computing. The article details engineering principles, selection criteria for modern PLCs,…
Natural Language Processing (NLP) for Automated Classification of MRO Maintenance Tickets
The application of Natural Language Processing (NLP) makes it possible to structure textual data resulting from maintenance interventions. This technical approach standardizes the classification of…
IEC 62443 Cyber Security of Industrial Control Systems: Patching and Maintenance Requirements
The article considers the practical requirements of the IEC 62443 standard for patch management and maintenance of industrial control systems at Ukrainian enterprises. Included is…