Marknadens största urval
Snabb leverans

A Data-Driven Fleet Service: State of Health Forecasting of Lithium-Ion Batteries

Om A Data-Driven Fleet Service: State of Health Forecasting of Lithium-Ion Batteries

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.

Visa mer
  • Språk:
  • Engelska
  • ISBN:
  • 9783658431877
  • Format:
  • Häftad
  • Sidor:
  • 260
  • Utgiven:
  • 2 Februari 2024
  • Utgåva:
  • 24001
  • Mått:
  • 148x15x210 mm.
  • Vikt:
  • 341 g.
  Fri leverans
Leveranstid: 2-4 veckor
Förväntad leverans: 25 Juni 2024

Beskrivning av A Data-Driven Fleet Service: State of Health Forecasting of Lithium-Ion Batteries

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.

Användarnas betyg av A Data-Driven Fleet Service: State of Health Forecasting of Lithium-Ion Batteries



Hitta liknande böcker
Boken A Data-Driven Fleet Service: State of Health Forecasting of Lithium-Ion Batteries finns i följande kategorier:

Gör som tusentals andra bokälskare

Prenumerera på vårt nyhetsbrev för att få fantastiska erbjudanden och inspiration för din nästa läsning.