On Booth 406 in Hall 7 we will show you how to take the next step in machine optimization: With TwinCAT 3 Machine Learning, Beckhoff now integrates machine learning (ML) into the overall control system. For training purposes, the use of established frameworks such as MATLAB®, TensorFlow, PyTorch, SciKit Learn, and others is possible. A trained model can be exported in a standardized format (ONNX) and executed in the TwinCAT runtime. This opens up optimization potential and new possibilities in predictive maintenance, process control or automated quality control.
TwinCAT Machine Learning