AI Use Case
Mininise need for sensors through generating likely input data from other sources
Sensors can be expensive, hard to maintain or simply unavailable for what can be important data. Using data from other sources can enable the predictive modelling of other data sets. Note that this can create a series of new risks, especially if historic patterns break down or feedback effects occur.
Data - Data enhancement
NASA~NASA replaced output from a faulty sensor in space by using other sensor data to predict the ultraviolet radiation sensor measurements with 97% accuracy
Aerospace And Defence
Model Architecture - Deep Neural Networks