Bergfeld, Moritz und Bongard, Jan und Hellekes, Jens und Anderson, John Erik (2025) Validation of Charging Demand Modeling with Real-World Data. Electric Vehicle Conference 2025, 2025-05-14 - 2025-05-16, Stuttgart, Germany.
Dieses Archiv kann nicht den Volltext zur Verfügung stellen.
Kurzfassung
With the increasing uptake of electric vehicles, accurate prediction of public charging demand is critical for effective planning of charging and energy infrastructure. However, there are often discrepancies between modeled predictions and actual usage. Therefore, the following research questions are addressed: First, how big is the difference between model output and real-world data? Second, how can we improve the accuracy of charging demand modeling to make forecasts more robust? By comparing real world data on charging demand with modeled charging demand, we identify inconsistencies in the modeled results. Therefore, model assumptions are refined until the desired level of accuracy is achieved. This paper contributes to a better understanding of real-world charging behavior, exemplifying an approach for enhanced charging demand predictions. Furthermore, this work establishes a basis for optimized resource allocation, which could potentially lead to greater utilization of charging points compared to a model state that inadequately reflects user behavior.
elib-URL des Eintrags: | https://elib.dlr.de/216093/ | ||||||||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||||||||||
Titel: | Validation of Charging Demand Modeling with Real-World Data | ||||||||||||||||||||
Autoren: |
| ||||||||||||||||||||
Datum: | Februar 2025 | ||||||||||||||||||||
Referierte Publikation: | Ja | ||||||||||||||||||||
Open Access: | Nein | ||||||||||||||||||||
Gold Open Access: | Nein | ||||||||||||||||||||
In SCOPUS: | Nein | ||||||||||||||||||||
In ISI Web of Science: | Nein | ||||||||||||||||||||
Status: | akzeptierter Beitrag | ||||||||||||||||||||
Stichwörter: | electric vehicles, charging infrastructure, microscopic modeling | ||||||||||||||||||||
Veranstaltungstitel: | Electric Vehicle Conference 2025 | ||||||||||||||||||||
Veranstaltungsort: | Stuttgart, Germany | ||||||||||||||||||||
Veranstaltungsart: | internationale Konferenz | ||||||||||||||||||||
Veranstaltungsbeginn: | 14 Mai 2025 | ||||||||||||||||||||
Veranstaltungsende: | 16 Mai 2025 | ||||||||||||||||||||
Veranstalter : | DLR Institut für Vernetzte Energiesysteme | ||||||||||||||||||||
HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||
HGF - Programm: | Verkehr | ||||||||||||||||||||
HGF - Programmthema: | Verkehrssystem | ||||||||||||||||||||
DLR - Schwerpunkt: | Verkehr | ||||||||||||||||||||
DLR - Forschungsgebiet: | V VS - Verkehrssystem | ||||||||||||||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | V - MoDa - Models and Data for Future Mobility_Supporting Services | ||||||||||||||||||||
Standort: | Berlin-Adlershof | ||||||||||||||||||||
Institute & Einrichtungen: | Institut für Verkehrsforschung > Verkehrsmittel Institut für Datenwissenschaften > Datengewinnung und -mobilisierung Institut für Methodik der Fernerkundung > Photogrammetrie und Bildanalyse | ||||||||||||||||||||
Hinterlegt von: | Bergfeld, Moritz | ||||||||||||||||||||
Hinterlegt am: | 26 Sep 2025 19:57 | ||||||||||||||||||||
Letzte Änderung: | 26 Sep 2025 19:57 |
Nur für Mitarbeiter des Archivs: Kontrollseite des Eintrags