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Viac informácií o knihe A Data-Driven Fleet Service: State of Health Forecasting of Lithium-Ion Batteries

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Anotácia knihy

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.

Parametre knihy

Zaradenie knihy Knihy po anglicky Technology, engineering, agriculture Transport technology & trades Automotive technology & trades

• Celý názov: A Data-Driven Fleet Service: State of Health Forecasting of Lithium-Ion Batteries
• Autor: Friedrich von Bülow
• Jazyk: Angličtina
• Väzba: Brožovaná
• EAN: 9783658431877
• ID: 44313279
• Nakladateľ: Springer, Berlin
• Rozmery: 210 × 148 mm
• Dátum vydania: 12. March 2024

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