Dashboard System Implementation.

The dashboard functionality will provide information about the signals, both of their status and their history and future trends, as well as allowing to analyse the state of the predictive model and its performance over time. On one hand, Techedge will create several dashboards that allow to visualize in a centralized way the current state of the input and output signals, from which it will be possible to validate the current state of each scenario under study and the possible incidents related to the different signs. Dashboard will be able to visualize the historical information of the signals and, through different analytical models, will be able to visualize the tendency of those signals in the future to be able to act preventively. The other scenario will allow analysing the effectiveness of predictive models over time and visualize how the actions carried out by deep learning models have influenced the system positively or negatively. From these dashboards, it will be possible to discover how the retraining performed by the system can improve the results, making the environment more and more efficient.