MECHANICAL HARDNESS INSPECTOR

Digital twins are virtual representations used to simulate and control the complex physical processes like an induction hardening in iron-based alloys. These processes involve multiple physics aspects. While traditional modeling methods use time consuming numerical methods on powerful servers, employing recurrent neural networks simplifies and speeds up the modeling process. By leveraging digital twins and RNNs, the production process can be digitized and monitored in real-time, leading to faster analysis and improved decision-making, ultimately enhancing production efficiency.