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Record Nr. |
UNINA9910576868503321 |
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Autore |
Scheubner Stefan |
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Titolo |
Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models |
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Pubbl/distr/stampa |
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Karlsruhe, : KIT Scientific Publishing, 2022 |
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ISBN |
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Descrizione fisica |
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1 electronic resource (192 p.) |
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Collana |
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Karlsruher Schriftenreihe Fahrzeugsystemtechnik |
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Soggetti |
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Mechanical engineering & materials |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Sommario/riassunto |
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This work aims at improving the energy consumption forecast of electric vehicles by enhancing the prediction with a notion of uncertainty. The algorithm itself learns from driver and traffic data in a training set to generate accurate, driver-individual energy consumption forecasts. |
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