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

• Tác giả: Stefan Scheubner
• Ngôn ngữ: eng
• ISBN-13: 978-3731511663
• Thông tin xuất bản: Karlsruhe : KIT Scientific Publishing, 2022
• Mô tả vật lý: 1 electronic resource (192 p.)
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 241421
• Chủ đề: 1. Mechanical engineering & materials

Tóm tắt

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.