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.

Function

Information Technology

Network Operations

Benefits

Data - Data enhancement

Case Studies

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

Potential Vendors

IBM

Industry

Industrials

Aerospace And Defence

Data Sets

Time series

AI Technologies

Model Architecture - Deep Neural Networks