Realistic Driving Profile Generator

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.