Automate 2026 现场报道：倍福美国分公司 TwinCAT 产品经理 Brandon Stiffler 讲解了 TwinCAT 3 Machine Learning Creator 如何将 AI 直接集成到设备控制系统中，让 PLC 程序员能够使用自己的数据完成神经网络的训练与部署。
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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.