Modelling the relation between driving and fuel consumption
Laurens Lapré
Lead ITS Business Consultant
CGI The Netherlands
Service Setup
Analysis Cycle
Example Table
Resulting Fuel Model
Use Case
Estimated effect of Coaching• Currently Scania vehicles are equipped with monitoring devices which
generate both driver and vehicle based data. • We used predictive analytics to model the relation between driving behaviour
and fuel consumption based on a Scania database of over 3 million trips driven within the last year in 7 EU countries.
• We used this to estimate the effect of eco driving on other countries.
