A review on methods for state of health forecasting of lithium-ion batteries applicable in real-world operational conditions
F von Bülow, T Meisen - Journal of Energy Storage, 2023 - Elsevier
The ageing of Lithium-ion batteries can be described as change of state of health (∆ SOH). It
depends on the battery's operation during charging, discharging, and rest phases. Mapping …
depends on the battery's operation during charging, discharging, and rest phases. Mapping …
Transparent and Interpretable State of Health Forecasting of Lithium‐Ion Batteries with Deep Learning and Saliency Maps
Batteries are the most expensive component of battery electric vehicles (BEVs), but they
degrade over time and battery operation. State of health (SOH) forecasting models learn …
degrade over time and battery operation. State of health (SOH) forecasting models learn …
[图书][B] A Data-Driven Fleet Service: State of Health Forecasting of Lithium-Ion Batteries
F von Bülow - 2024 - Springer
This doctoral thesis was written as part of my work as doctoral student during the three-year
doctoral program within Group Innovation at Volkswagen AG in cooperation with the Institute …
doctoral program within Group Innovation at Volkswagen AG in cooperation with the Institute …