Andreas M. Billert: Predictive Battery Thermal Management of Electric Vehicles using Deep Learning, Kartoniert / Broschiert
Predictive Battery Thermal Management of Electric Vehicles using Deep Learning
Buch
deliverable within 2-3 weeks (if available from supplier)
Current price: EUR 39.00
Shipping
(United States of America): EUR 19.90
- Publisher:
- Karlsruher Institut für Technologie, 11/2025
- Binding:
- Kartoniert / Broschiert
- Language:
- Englisch
- ISBN-13:
- 9783731514299
- Item number:
- 12575724
- Volume:
- 224 Pages
- Edition number:
- 25001
- Ausgabe:
- 1. Auflage
- Weight:
- 331 g
- Format:
- 210 x 148 mm
- Thickness:
- 15 mm
- Release date:
- 24.11.2025
- Note
-
Caution: Product is not in German language
Blurb
Improving the energy efficiency of battery electric vehicles increases their range and reduces well-to-wheel emissions. An efficient battery thermal management reduces the energy consumption while taking temperature- dependent battery ageing and power availability into account. This work presents a method for a predictive cooling strategy to reduce the energy consumption, using information about the route ahead and Quantile Neural Networks (Q*NN) for accurate predictions.
Notes:
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Andreas M. Billert
Predictive Battery Thermal Management of Electric Vehicles using Deep Learning
Current price: EUR 39.00
