Predictive Battery Thermal Management of Electric Vehicles using Deep Learning - Couverture souple

Billert, Andreas M.

9783731514299: Predictive Battery Thermal Management of Electric Vehicles using Deep Learning

Couverture souple

ISBN 10 : 373151429X ISBN 13 : 9783731514299

Editeur : KIT Scientific Publishing, 2025

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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.

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�diteur: KIT Scientific Publishing
Date d'�dition: 2025
Langue: anglais
ISBN 10: 373151429X
ISBN 13: 9783731514299
Reliure: Broch�
Nombre de pages: 224
Coordonn�es du fabricant: non disponible
Personne responsable: GPSR Kontakt
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Predictive Battery Thermal Management of Electric Vehicles using Deep Learning

Andreas M. Billert

Edit� par Karlsruher Institut F�r Technologie Nov 2025, 2025

ISBN 10 : 373151429X ISBN 13 : 9783731514299

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 224 pp. Englisch. N� de r�f. du vendeur 9783731514299

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Predictive Battery Thermal Management of Electric Vehicles using Deep Learning

Andreas M. Billert

Edit� par Karlsruher Institut F�r Technologie, Karlsruher Institut F�r Technologie Nov 2025, 2025

ISBN 10 : 373151429X ISBN 13 : 9783731514299

Neuf Taschenbuch

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Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne

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Taschenbuch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -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. 224 pp. Englisch. N� de r�f. du vendeur 9783731514299

Contacter le vendeur