Industry 4.0, IIoT, digital twins, predictive analytics and smart manufacturing technologies.
138 articles
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…
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,…
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…
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…
Automating the classification of technical requests with NLP significantly reduces processing time and improves MRO efficiency. Learn how to implement AI in your production.
This article highlights the application of artificial intelligence in maintenance, particularly anomaly detection using machine learning for early diagnosis of bearing damage. He analyzes the…
MRO inventory management is critical to operational continuity. This white paper examines how combined ABC-XYZ analysis allows you to categorize spare parts and define precise…
Replacing proprietary HMI systems with modern, open standards is essential for manufacturing companies. This guide highlights the need, assesses legacy systems, compares technologies, and provides…
This article examines the application of reinforcement learning to optimize maintenance planning in the aerospace and energy industries. It details how AI works, data requirements…
The integration of cobots in MRO tasks represents a significant advance for manufacturing. This synergy improves operational efficiency, personnel safety and precision in complex industrial…
