Development of Digital Models and Artificial Intelligence Systems for the Optimization of Intelligent Manufacturing Processes

The researchprogramme aims to develop advanced digital methodologies and tools for modelling, monitoringand optimizing intelligent manufacturing processes within the UPPII project. Activities willinclude process analysis and definition of functional requirements for the Artificial Intelligencesystem, development of mathematical models and Digital Twins of manufacturing processes,analysis of data acquired from production systems, and development of predictive algorithms forprocess parameter optimization. Machine learning and neural-network-based solutions will alsobe developed and validated for anomaly detection, product quality improvement and predictivemaintenance, contributing to the design and validation of the UPPII intelligent architecture