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Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models

af Stefan Scheubner
Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Modelsaf Stefan Scheubner
Bag om Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models

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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783731511663
  • Indbinding:
  • Paperback
  • Sideantal:
  • 192
  • Udgivet:
  • 3. juni 2022
  • Størrelse:
  • 148x13x210 mm.
  • Vægt:
  • 286 g.
  • 2-15 hverdage.
  • 10. december 2024
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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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