Assignment: Deployment of predictive maintenance using artificial intelligence and machine learning algorithms for one of the customer’s production lines (paint shop).
As the input data for the project served both historically measured data and expert knowledge (service protocols).
Anomaly Detector (location, time, type)
- identification of unusual changes and unknown behavioral patterns, based on automatic earning from typical behavior
- methods used: positional and correlation characteristics
Prediction of a timeframe for the next breakdown and time of appropriate service intervention.
About ŠKODA Auto
Škoda Auto is the largest car manufacturer in the Czech Republic. Established in 1895, part of the Volkswagen Group.
More about Škoda Auto here