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Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models
- Format:
- Book
- Author/Creator:
- Scheubner, Stefan
- Series:
- Karlsruher Schriftenreihe Fahrzeugsystemtechnik
- Language:
- English
- Physical Description:
- 1 online resource (192 p.)
- Place of Publication:
- Karlsruhe KIT Scientific Publishing 2022
- Language Note:
- English
- Summary:
- 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.
- ISBN:
- 1000143200
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