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Realistic Driving Profile Generator

Kalk, Alexis ORCID iD icon 1; Zhang, Jiaming 1
1 Elektrotechnisches Institut (ETI), Karlsruher Institut für Technologie (KIT)

Abstract (englisch):

This software has been developed at the Institute of Electrical Engineering, Karlsruhe Institute of Technology, to create realistic driving profiles for battery testing within a research context. The generated output includes a comprehensive speed profile and slope profile, both corresponding to a predefined trip, starting at a specified starting time. To generate a current or power profile for battery testing, an Electric Vehicle (EV) simulator is required. Please note that such a simulator is not included in this package. For an in-depth understanding of the generator's functionality, we refer to our comprehensive paper on the subject:
A. Kalk, O. Birkholz, J. Zhang, C. Kupper, and M. Hiller, “Generating realistic data for developing artificial neural network based soc estimators for electric vehicles,” in 2023 IEEE Transportation Electrification Conference (ITEC), 2023, pp. 1–7.

Zugehörige Institution(en) am KIT Elektrotechnisches Institut (ETI)
Publikationstyp Forschungsdaten
Publikationsdatum 01.08.2023
Identifikator KITopen-ID: 1000161234
HGF-Programm 38.02.03 (POF IV, LK 01) Batteries in Application
Lizenz Creative Commons Attribution 3.0 Germany
Schlagwörter 2.1
Art der Forschungsdaten Software
Relationen in KITopen

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Originalveröffentlichung
DOI: 10.5281/zenodo.8205773
Seitenaufrufe: 246
seit 08.08.2023
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