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Beschreibung
Given the limitations of state-of-the-art methods, this book presents a state of health (SOH) forecasting method that is suitable for lithium-ion battery (LIB) systems in real-world battery electric vehicle operation. Its histogram-based features can capture the higher operational variability compared to constant and controlled laboratory operation. Also, the transferability of a trained machine learning model to new LIB cell types and new operational domains is investigated. The presented SOH forecasting method can be provided as a cloud service via a web or smartphone app to fleet managers. Forecasting the SOH enables fleet managers of battery electric vehicle fleets to forecast and plan vehicle replacements.
Details
| Verlag | Springer Fachmedien Wiesbaden GmbH |
| Ersterscheinung | 02. Februar 2024 |
| Maße | 21 cm x 14.8 cm |
| Gewicht | 341 Gramm |
| Format | Softcover |
| ISBN-13 | 9783658431877 |
| Auflage | 1st ed. 2024 |
| Seiten | 227 |
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