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Title:

Holistic Energy Management System for Battery Electric Vehicles using Sliding Window Optimization

Document type:
Konferenzbeitrag
Contribution type:
Vortrag / Präsentation
Author(s):
Minnerup, Katharina; Herrmann, Thomas; Steinsträter, Matthias; Lienkamp, Markus
Abstract:
This paper introduces an optimization based holistic energy management system for a battery electric vehicle. The energy management can adapt the velocity and the power consumed by the cabin heating, in order to minimize the energy consumption, while keeping total driving time and the cabin temperature within predefined limits. For the optimization a hybrid genetic algorithm is used. The approach is applied to a driving cycle, which is optimized by dividing it into separate time frames. This app...     »
Keywords:
BEV, energy management system, multi-objective optimization, hybrid genetic algorithm
Book / Congress title:
31st Electric Vehicles Symposium (EVS)
Date of congress:
01.10.2018 - 03.10.2018
Year:
2018
Language:
en
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