AI technologies for industrial automation

多个动子以最大六自由度进行悬浮、非接触式和智能二维产品输送运动！

TwinCAT 3 CoAgent for Operations is the intelligent AI assistant that provides efficient support in machine operation, maintenance, and system diagnostics. Operating and maintenance tasks are described in natural language. The CoAgent then provides specific recommendations for action, diagnostics, or direct system commands based on the current machine and process data.

The TF3800 TwinCAT 3 Function is a high-performance execution module (inference engine) for trained, conventional machine learning algorithms.

The TF3810 TwinCAT 3 Function is a high-performance execution module (inference engine) for trained neural networks.

The TF3820 TwinCAT 3 Machine Learning Server is a high-performance service for executing trained AI models with the option of using hardware accelerators.

The TwinCAT 3 Machine Learning Server includes a connection to a local client as standard (local TwinCAT runtime). If (possibly further) TwinCAT runtimes need remote access to a TwinCAT 3 Machine Learning Server, these runtimes must each be equipped with a license for the TF3830 TwinCAT 3 Machine Learning Client.

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.

TE3851 TwinCAT 3 MLC Computer Vision is an extension package for the basic TE3850 TwinCAT 3 Machine Learning Creator web application. This extension allows AI models to be created for image processing, e.g. image classification, anomaly detection, and object recognition.

TE3852 TwinCAT 3 MLC Signals and Time Series is an extension package for the basic TE3850 TwinCAT 3 Machine Learning Creator web application. This extension enables creation of AI models for signals and time series, e.g. classification, anomaly detection, and forecasting.

TwinCAT 3 Vision Machine Learning provides an integrated machine learning (ML) solution for vision-specific use cases. Both the training and the implementation of the machine learning models take place in real time, and they even help machines to learn sophisticated data analyses automatically. This can be used to replace complex, manually created program constructs.

TwinCAT 3 Vision Neural Network provides an integrated machine learning (ML) solution for vision-specific use cases. The implementation of the machine learning models takes place in real time. With the help of these models, complex data analyses can be learned automatically. This means that complex, manually created program constructs can be replaced.