Assessment of real-world vehicle data from electric vehicles–potentials and challenges
V Kolarova, T Kuhnimhof, S Trommer - 2017 - elib.dlr.de
V Kolarova, T Kuhnimhof, S Trommer
2017•elib.dlr.deThis paper introduces benefits and challenges related to collecting and analyzing vehicle
data, in particular relating to electric vehicles. We use data from a current research project as
an example. We address both technical and legal issues related to the data collection. On
the technical side, pre-processing steps are needed to enhance data quality because the
measured data are not faultless. On the legal side, data-privacy issues arise since precise
GPS locations of the vehicles are captured. Two data collection methods are introduced and …
data, in particular relating to electric vehicles. We use data from a current research project as
an example. We address both technical and legal issues related to the data collection. On
the technical side, pre-processing steps are needed to enhance data quality because the
measured data are not faultless. On the legal side, data-privacy issues arise since precise
GPS locations of the vehicles are captured. Two data collection methods are introduced and …
This paper introduces benefits and challenges related to collecting and analyzing vehicle data, in particular relating to electric vehicles. We use data from a current research project as an example. We address both technical and legal issues related to the data collection. On the technical side, pre-processing steps are needed to enhance data quality because the measured data are not faultless. On the legal side, data-privacy issues arise since precise GPS locations of the vehicles are captured. Two data collection methods are introduced and compared with each other. The advantages of vehicle data collection over other data sources for addressing various research questions are discussed.
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