TY - BOOK AU - Scheubner, Stefan PY - 2022 TI - Stochastic Range Estimation Algorithms for Electric Vehicles using Data-Driven Learning Models AB - 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. Umfang: X, 159 S. Preis: 43.00 € PB - KIT Scientific Publishing CY - Karlsruhe KW - Elektromobilität KW - Vorhersagen KW - Algorithmen KW - Fahrzeugtechnik KW - Energiemanagement KW - E-Mobility KW - Forecasting KW - Algorithms KW - Vehicle Technology KW - Energy Management SN - 978-3-7315-1166-3 DO - 10.5445/KSP/1000143200 SE - 192