ŠKODA car
Big Data and data reporting for electric vehicles.
areas
Analysis of big data from automotive sensor network, its interpretation and visualization.
what we did
big data
data science
elastic search
kibana
SW development
consulting
ŠKODA Auto a.s. needs no introduction. It is the largest Czech manufacturer of conventional vehicles and electric cars, one of the largest Czech employers and the largest Czech exporter.
initial situation
The client needed to analyse data from the sensor network during the operation of electric vehicles and then present it in an elegant way in simple dashboards to ŠKODA Auto executives as a basis for further decision-making.
solution proposal
We analyzed the data in ElasticSearch using modern analytical approaches in Kibana software and found important consistencies in the data, and then created an automated QA environment that can be used to detect incidents in vehicle operations.