Bergmeir, PhilippUnknown
Springer Vieweg (Wiesbaden, 2018) (eng) English9783658203672Wissenschaftliche Reihe Fahrzeugtechnik Universität Stuttgart1st ed.DATA MINING; UnknownPhilipp Bergmeir works on the development and enhancement of data mining and machine learning methods with the aim of analysing automatically huge amounts of load spectrum data that are recorded for large hybrid electric vehicle fleets. In particular, he presents new approaches for uncovering and describing stress and usage patterns that are related to failures of selected components of the hybrid power-train.
Physical dimension
1 online resource (xxxii, 166 p.)Unknownill. (in col.)
Summary / review / table of contents
Front Matter
Introduction
Data foundation
Classifying component failures of a vehicle fleet
Visualizing different kinds of vehicle stress and usage
Identifying usage and stress patterns in a vehicle fleet
Conclusion
Outlook