The monitoring system is transparently integrated in the control and is not a separate black box solution.
The integration of algorithms in the PLC makes it possible to synchronously access all relevant machine data.
The Predictive Maintenance Toolbox TM from Mathworks is ideal for developing state indicators and perform predictions. Predictive maintenance is one of the most important factors for increasing OEE. Predictive maintenance, Machine Learning or Test and measurement technology – these MATLAB ® key functions can be seamlessly integrated in the control with the TwinCAT 3 Target for MATLAB ®. The integrated modules are downplayed with the complete TwinCAT project in the TwinCAT-3 runtime and are executed there like all other objects within a real-time environment. The modules that are automatically generated can be integrated both as a TcCOM object and as a PLC function module in the TwinCAT solution. The functions are automatically transferred into the TwinCAT objects and used seamlessly in TwinCAT 3 Engineering. With TwinCAT 3 Target for MATLAB ®, it is possible to use the MATLAB ® functions in TwinCAT 3. Target for MATLAB ®: Data Science in control
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