Commercial Vehicle Birds of a Feather - Range anxiety mitigation through fleet level energy prediction
3:45 PM - 4:15 PMWed
Dennison III&IV
Technical Session
Speakers
Ted Guild
Connectivity Standards Lead
Geotab
Thomas Spreckley
Senior Software Engineering Consultant
Robert Bosch GmbH
Niclas Gyllenram
Director Software Development
AIDEN Automotive
Range prediction algorithms for EV's currently may have significant inaccuracies, including 10-20%+ errors due to environmental conditions such as precipitation or wind.. One enabler to reducing this error is through connected data. An effective approach is to utilize fleet data and its historical information to improve prediction accuracy. This can be synergized with other predictions that use lookahead horizons.