Live from Automate 2026: Brandon Stiffler, TwinCAT product manager at Beckhoff USA, explains how TwinCAT 3 Machine Learning Creator integrates AI directly into machine control, enabling PLC programmers to train and deploy neural networks using their own data.
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Automaatio
TwinCAT on ainutlaatuinen automaation ohjelmistoympäristö, joka on avoin, modulaarinen ja kaikkien saatavilla. Se sisältää runsaasti toiminnallisuuksia ja laajenee jatkuvasti uusille automaation sovellusalueille.
TwinCAT
The TwinCAT software system turns almost any PC-based system into a real-time control with multiple PLC, NC, CNC and/or robotics runtime systems.
TE3850 | TwinCAT 3 Machine Learning Creator
The TwinCAT 3 Machine Learning Creator automatically creates AI models based on data sets. These AI models can be optimized in terms of their accuracy and latency to ensure they run efficiently on Beckhoff Industrial PCs with TwinCAT products. The generated models can also be used as standardized ONNX models beyond the Beckhoff product range. For AI model execution with TwinCAT products, a PLCopen XML file with IEC 61131-3 code is created in addition to the model, which describes the complete AI pipeline and can be imported seamlessly into TwinCAT.