Virtual sensors with machine learning technology
These are virtual sensors (analyzers) based on artificial intelligence technologies. The solution provides an assessment of the important parameters of the technological process without delay, as well as predicts changes in parameters.
The key element of the solution is a machine learning model created using a large amount of historical data. Due to the available parameters of technological process, model determines relevant values of the parameters that are measured by the virtual sensor.