Title :
Performance analysis of an electric vehicle fleet for commercial purposes
Author :
Valero-Bover, D. ; Olivella-Rosell, P. ; Villafafila-Robles, R. ; Cestau-Cubero, S.
Author_Institution :
Dept. d´Eng. Electr., Univ. Politec. de Catalunya-BarcelonaTech, Barcelona, Spain
Abstract :
This article presents a Knowledge Discovery in Databases (KDD) process to analyze data obtained by monitoring a fleet of eight electric vehicles with ZEBRA batteries during the years 2012 and 2013. Over 4,000 journeys and 2,000 charging events have been detected. The analysis of such events shows the consumption of the battery and its aging, and how the electric vehicles are used.
Keywords :
ageing; data mining; electric vehicles; secondary cells; traffic engineering computing; AD 2012; AD 2013; ZEBRA batteries; aging; battery consumption; charging events; electric vehicle fleet; knowledge discovery; Electric Vehicle Fleet; Knowledge Discovery in Databases;
Conference_Titel :
Electric Vehicle Conference (IEVC), 2014 IEEE International
DOI :
10.1109/IEVC.2014.7056161
