书目名称 | Enhanced Machine Learning and Data Mining Methods for Analysing Large Hybrid Electric Vehicle Fleets |
编辑 | Philipp Bergmeir |
视频video | |
概述 | New Approaches for Identifying Harmful Vehicle Usage Patterns.Includes supplementary material: |
丛书名称 | Wissenschaftliche Reihe Fahrzeugtechnik Universität Stuttgart |
图书封面 |  |
描述 | .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... . |
出版日期 | Book 2018 |
关键词 | Logged On-board Data; Balanced Random Forest; t-Distributed Stochastic Neighbour Embedding; Rule Learni |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-658-20367-2 |
isbn_softcover | 978-3-658-20366-5 |
isbn_ebook | 978-3-658-20367-2Series ISSN 2567-0042 Series E-ISSN 2567-0352 |
issn_series | 2567-0042 |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Fachmedien Wies |