Digital Twins in Manufacturing: How Machine Learning Accelerates Simulation and Data Integration from Plants

Rocco Cappiello, VP Business Development at Altair and Gianmaria Peruzzi, Technical Manager at MADE s.c.a r.l. present at the 2024 ATCx Digital Twin conference.

Manufacturing plants produce vast amounts of data that are often disorganized for effective data science use. Advanced simulation tools help experts analyze machines under complex conditions, while sensors and communication technology enhance machine adaptability to changing conditions.

Machine learning can process this data to create digital twins, offering benefits like process optimization and energy efficiency. Altair and MADE (Competence Center Industry 4.0) will showcase the practical value of these technologies in this presentation. Digital transformation, combining engineering, AI, and HPC, is crucial for maximizing these advancements.