In complex manufacturing process that are candidates for moleding using Deep Learning techniques, a key step is to select the most important variables to make such a model. This service will advice or collaborate with SMEs to identify such variables.
The service will help SMEs to identify the most important monitored variables of their processes for building Deep Learning techniques or identify key parameters. This is an important step when thre is no enough knowledge about the manufacturing processes, or there are a large number of variables to analyse and there exists the need of reducing them. The service will use the most modern techniques, taking into account temporal lags when are needed.
SPECIAL ACCESS CONDITIONS
English, Spanish, Galician
SME must have enough data for the analysis, and/or the capability of measuring the key parameters.
SERVICE CAN BE COMBINED WITH
Support in the deployment of the data strategy and policy. Identification of data challenges, priorization and planification.