- Spatio-Temporal Prediction of Freeway Congestion Patterns Using Neural Networks. 104th Annual Meeting of the Transportation Research Board (TRB), 2025 more…
- Erweiterung der Verfahren zur Wirksamkeitsanalyse von Netzbeeinflussungsanlagen – Projektnummer: FE 03.0584/2019. , Ed.: Bundesanstalt für Straßenwesen, 2023, more…
- Erprobung eines Cell Transmission Modells für die Verkehrsbeeinflussung in Fernstraßennetzen. Straßenverkehrstechnik Heft 10/2023, 2023, S. 681 more…
- Spatio-Temporal Prediction of Freeway Congestion Patterns Using Neural Networks -A Conceptual Approach. ISFO - 4th International Symposium on Freeway and Tollway Operations, Unpublished, 2023 more…
- Einsatz eines Cell-Transmission-Modells in der Verkehrssteuerung – Utilisation d'un modèle de transmission cellulaire dans le contrôle du trafic; Use of a cell transmission model in traffic control. , Ed.: Schweizerische Eidgenossenschaft, Bundesamt für Strassen, 2022, more…
- TEMPUS - Test Field Munich - Pilot Test for Urban Automated Road Traffic. 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), IEEE, 2022 more…
- Increasing Freeway Network Resilience by Advanced Congestion Pattern Analytics. PIARC XVI World Winter Service and Road Resilience Congress , 2022 more…
- Spatio-Temporal Prediction of Freeway Congestion Patterns using Discrete Choice Methods. Transportation Research Board Annual Meeting, 2022Transportation Research Board Annual Meeting more…
- Automatisierte Klassifikation verschiedener Stautypen. Heureka - Optimierung in Verkehr und Transport, FGSV 002/127, 2020 more…
- Congestion Hot Spot Identification using Automated Pattern Recognition. 2020 IEEE Intelligent Transportation Systems Conference (ITSC), IEEE, 2020 more…
- Spatiotemporal Traffic Speed Reconstruction from Travel Time Measurements Using Bluetooth Detection. 2019 IEEE Intelligent Transportation Systems Conference (ITSC), IEEE, 2019 more…
- Automated Classification of Different Congestion Types. 2019 IEEE Intelligent Transportation Systems Conference (ITSC), IEEE, 2019 more…
Barbara Metzger
M.Eng. Barbara Metzger
- Tel.: -
- Sprechstunde: nach Vereinbarung
- Raum: 0507.02.743
- E-Mail: barbara.metzger@tum.de
Themenschwerpunkte
- Verkehrsdatenanalysen und Stauforschung auf Autobahnen und Bundesstraßen
- Verkehrssteuerung und -management außerorts
- Stauprognose und -vermeidung
Lehre
- Modulleitung von "Intelligent Transport Systems" (seit SoSe 2021)
- Betreuung und Übungsleitung in der Vorlesungsreihe „Traffic Control Extension“ (seit SoSe 2021)
Curriculum Vitae
Berufserfahrung | |
| seit 2020 | Technische Universität München Lehrstuhl für Verkehrstechnik Wissenschaftliche Mitarbeiterin |
| 2018 - 2020 | Universität der Bundeswehr München Lehrstuhl für Verkehrstechnik Wissenschaftliche Mitarbeiterin |
| 2015 | Audi AG, Ingolstadt Praktikantin Aufgabenbereich: Fahrzeugsicherheit: FEM-Simulation von Beifahrerairbags |
Ausbildung | |
| 2018 | M.Eng. Leichtbau und Simulation Hochschule für Angewandte Wissenschaften Landshut |
| 2017 | B.Eng. Automobil- und Nutzfahrzeugtechnik Hochschule für Angewandte Wissenschaften Landshut |
Publikationen
Betreute Studienarbeiten
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Investigation of Traffic Flow Stabilization Measures by Connected and Automated Vehicles.
Study Project. Start: nan.nan.nan; End: nan.nan.nan. Mentoring: Stüger, Kutsch, Metzger. -
Assessment of the effects of single vehicle data for traffic flow harmonization in the scope of V2X systems.
Master Thesis. Start: 5.5.2023; End: 19.11.2023. Mentoring: Metzger, Margreiter. Abstract. -
Modeling and prediction of congestion patterns using deep learning.
Master Thesis. Start: 17.5.2023; End: 16.11.2023. Mentoring: Metzger, Dr. Loder. Abstract. -
Simulative investigation of measures for shockwave damping on freeways.
Master Thesis. Start: 16.5.2023; End: 16.11.2023. Mentoring: Metzger, Stüger, Kutsch. Abstract. -
Analysis of demand clusters of traffic flow on a freeway section using machine learning.
Bachelor Thesis. Start: 15.5.2023; End: 15.10.2023. Mentoring: Metzger, Dr. Kessler. Abstract. -
Empirical assignment of congestion causes to congestion events.
Master Thesis. Start: 17.5.2022; End: 17.11.2022. Mentoring: Dr. Kessler, Metzger. Abstract. -
Identifying Lane Congestion from non Lane Resolutive Data.
Master Thesis. Start: 17.5.2022; End: 17.11.2022. Mentoring: Dr. Kessler, Metzger. Abstract. -
Traffic state and level of service estimation on major roads using the google traffic API.
Master Thesis. Start: 28.2.2022; End: 28.9.2022. Mentoring: Dr. Loder, Metzger. Abstract. -
Blue Lane - A contribution to the transportation revolution in local traffic?.
Master Thesis. Start: 23.11.2021; End: 23.5.2022. Mentoring: Schönhofer, Metzger. Abstract. -
Evaluation of a field test for an integrated transport system for passengers and parcels.
Bachelor Thesis. Start: 23.5.2022; End: 23.10.2022. Mentoring: Fehn, Metzger. Abstract. -
Literature Review and Data Analysis in the Field of Lane Jam.
Bachelor Thesis. Start: 1.5.2022; End: 26.9.2022. Mentoring: Dr. Kessler, Metzger. Abstract. -
International Literature Review on Congestion Mitigation Methods.
Bachelor Thesis. Start: 7.10.2021; End: 25.2.2022. Mentoring: Metzger, Kessler. Abstract. -
Investigation of the seasonality of congestion events.
Master Thesis. Start: 1.5.2021; End: 31.10.2021. Mentoring: Kessler, Metzger. Abstract. -
Literature review on long-term and short-term predictability of congestion for expressways (non urban).
Bachelor Thesis. Start: 10.5.2021; End: 5.10.2021. Mentoring: Metzger, Dr. Loder. Abstract. -
Literature research to define and calculate various costs of transport (Traffic jam costs).
Bachelor Thesis. Start: 7.4.2021; End: 7.9.2021. Mentoring: Metzger, Dr. Spangler. Abstract. -
Elaboration of country-specific differences in the characteristics of "expressways".
Bachelor Thesis. Start: 5.4.2021; End: 5.9.2021. Mentoring: Metzger, Schönhofer. Abstract. -
From Bus lane to Managed Lane – Literature Review on the state of the art of Managed Lanes.
Bachelor Thesis. Start: 1.6.2021; End: 27.8.2021. Mentoring: Schönhofer, Metzger. Abstract. -
Literature research on spatio-temporal congestion patterns in road networks.
Bachelor Thesis. Start: 8.6.2020; End: 20.12.2020. Mentoring: Metzger, Amini. Abstract. -
Modeling of a part of the highway network in the north of Munich with ptv VISSIM.
Study Project. Start: nan.nan.nan; End: nan.nan.nan. Mentoring: Amini, Metzger. -
Conception and implementation of an online survey with the question “What is congestion/traffic jam?”.
Study Project. Start: nan.nan.nan; End: nan.nan.nan. Mentoring: Metzger, Margreiter. -
The search for predictability and correlations between traffic-data based congestion and incident characteristics.
Master Thesis. Start: 15.4.2020; End: 8.12.2020. Mentoring: Dr. Spangler, Metzger. Abstract. -
Describing and Detecting Congestion Objects using different Sources of Traffic Data.
Master Thesis. Start: 9.3.2020; End: 8.9.2020. Mentoring: Dr. Spangler, Metzger. Abstract. -
Statistic congestion analysis tool – definition of key values and creation of database requests routines.
Study Project. Start: nan.nan.nan; End: nan.nan.nan. Mentoring: Dr. Spangler, Metzger.