A Data-Driven Fleet Service: State of Health Forecasting of Lithium-Ion Batteries Paperback / softback
by Friedrich von Bulow
Part of the AutoUni – Schriftenreihe series
Paperback / softback
Description
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.
Information
-
Out of stock
- Format:Paperback / softback
- Pages:227 pages, 26 Illustrations, color; 33 Illustrations, black and white; XXXII, 227 p. 59 illus., 26 i
- Publisher:Springer Fachmedien Wiesbaden
- Publication Date:02/02/2024
- Category:
- ISBN:9783658431877
Information
-
Out of stock
- Format:Paperback / softback
- Pages:227 pages, 26 Illustrations, color; 33 Illustrations, black and white; XXXII, 227 p. 59 illus., 26 i
- Publisher:Springer Fachmedien Wiesbaden
- Publication Date:02/02/2024
- Category:
- ISBN:9783658431877
