Enhanced Machine Learning and Data Mining Methods for Analysing Large Hybrid Electric Vehicle Fleets based on Load Spectrum Data E-Book

Philipp Bergmeir

• Herausgeber: Springer Fachmedien Wiesbaden
• Kategorie: Fachliteratur
• Serie: Wissenschaftliche Reihe Fahrzeugtechnik Universität Stuttgart
• Sprache: Englisch

Veröffentlichungsjahr: 2017

Beschreibung

Philipp 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.