We introduce a novel method to generate customer vehicle usage profiles, representing
driving, parking, and charging behavior. Synthesizing usage profiles is the key to support …

The emergence of the Internet of Things (IoT) has brought new improvement and
development opportunities to the automotive industry, such as electric vehicles (EVs). EVs …

We propose a method to estimate information loss when conducting histogram binning and
principal component analysis (PCA) sequentially, as usually done in practice for fleet …

Driving cycles are of fundamental relevance in the design of vehicle components, in the
optimization of control strategies for different drivetrain topologies and the identification of …

Die fortschreitende Digitalisierung hat das Potenzial für sogenannte Quantified Vehicles
aufgezeigt, welche wertvolle (Fahrzeug-) Sensordaten über das Fahrzeug selbst und seine …

This thesis was created during my work as research follow at the Research Institute of
Automotive Engineering and Vehicle Engines Stuttgart (FKFS). During that time, I was given …

Greenhouse gas emissions, in particular CO2 emissions, are a major environmental
problem caused mainly by the transportation and the energy sectors. Electric vehicles have …

The workshop on technology, tools and applications around passive and sensor travel data
is summarized in this paper. Such data requires protocols for collection, storing/retrieving …