Roman Engelhardt

Research Focus

  • Ride-pooling
  • Fleet control and optimization
  • Agent-based simulation

Curriculum Vitae

Work experience

since 2020 Technical University of Munich
Chair of Traffic Engineering and Control
Research Associate
2018 - 2019 Bundeswehr University Munich
Chair of Intelligent Transportation Systems
Research Associate
2017

Max-Planck Institute for Dynamics and Self-Organization, Göttingen
Intern

Education

2017

M.Sc. Physics
Thesis: Fractional Fourier Transform
Julius-Maximilians University Würzburg

Publications

  • Fehn, Fabian; Engelhardt, Roman; Dandl, Florian; Bogenberger, Klaus; Busch, Fritz: Integrating parcel deliveries into a ride-pooling service—An agent-based simulation study. Transportation Research Part A: Policy and Practice 169, 2023, 103580 more…
  • Ng, Max T. M.; Mahmassani, Hani S.; Verbas, Ömer; Cokyasar, Taner; Engelhardt, Roman: Redesigning Large-Scale Multimodal Transit Networks with Shared Autonomous Mobility Services. arXiv, 2023 more…
  • Engelhardt, Roman; Mahmassani, Hani S.; Bogenberger, Klaus: Predictive Vehicle Repositioning for On-Demand Ride-Pooling Services. arXiv, 2023 more…
  • Engelhardt, Roman; Dandl, Florian; Bogenberger, Klaus: Simulating Ride-Pooling Services with Pre-Booking and On-Demand Customers. 102nd Annual Meeting of the Transportation Resarch Board (TRBAM), 2023 more…
  • Fehn, Fabian; Engelhardt, Roman; Margreiter, Martin; Bogenberger, Klaus: Ride-Parcel-Pooling: Integrating On-Demand Passenger Transportation and City Logistics. 27th World Road Congress, 2023 more…
  • Bachmann, Frederik R.; Dandl, Florian; Syed, Arslan Ali; Engelhardt, Roman; Bogenberger, Klaus: Optimized Passenger Redirection During Incidents in Urban Public Transportation Systems. 102nd Annual Meeting of the Transportation Resarch Board (TRBAM), 2023 more…
  • Zwick, Felix; Wilkes, Gabriel; Engelhardt, Roman; Axer, Steffen; Dandl, Florian; Rewald, Hannes; Kostorz, Nadine; Fraedrich, Eva; Kagerbauer, Martin; Axhausen, Kay W.: Mode choice and ride-pooling simulation: A comparison of mobiTopp, Fleetpy, and MATSim. Procedia Computer Science 201, 2022, 608-613 more…
  • Engelhardt, Roman; Malcolm, Patrick; Dandl, Florian; Bogenberger, Klaus: Competition and Cooperation of Autonomous Ridepooling Services: Game-Based Simulation of a Broker Concept. Frontiers in Future Transportation 3, 2022 more…
  • Engelhardt, Roman; Dandl, Florian; Syed, Arslan-Ali; Zhang, Yunfei; Fehn, Fabian; Wolf, Fynn; Bogenberger, Klaus: FleetPy: A Modular Open-Source Simulation Tool for Mobility On-Demand Services. arXiv, 2022 more…
  • Fehn, Fabian; Hamm, Lisa, Engelhardt, Roman, Bogenberger, Klaus: Ride-Parcel-Pooling: Insights to Integrated Passenger and Freight Transportation through a Customer Survey. hEART 2022 - 10th Symposium of the European Association for Research in Transportation, 2022 more…
  • Engelhardt, Roman; Malcolm, Patrick; Dandl, Florian; Bogenberger, Klaus: Competition and Cooperation of Autonomous Ridepooling Services - Simulation of a Novel Broker Concept. TRB Annual Meeting 2022, 2022 more…
  • Wilkes, Gabriel; Engelhardt, Roman; Kostorz, Nadien; Dandl, Florian; Vortisch, Peter; Bogenberger, Klaus; Kagerbauer, Martin: Autonomous Ride-Pooling in Hamburg - Results from an Integrated Travel Demand and Fleet Simulation Model. TRB Annual Meeting 2022, 2022 more…
  • Kutsch, Alexander; Margreiter, Martin; Stueger, Philipp N.; Fehn, Fabian; Metzger, Barbara; Hamm, Lisa; Engelhardt, Roman; Ilic, Mario; Bogenberger, Klaus: TEMPUS - Test Field Munich - Pilot Test for Urban Automated Road Traffic. 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), IEEE, 2022 more…
  • Zhang, Yunfei; Engelhardt, Roman; Syed, Arslan-Ali; Dandl, Florian; Hardt, Cornelius; Bogenberger, Klaus: Simulating Charging Processes of Mobility-On-Demand Services at Public Infrastructure: Can Operators Complement Each Other? 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), IEEE, 2022 more…
  • Kagerbauer, Martin; Kostorz, Nadine; Wilkes, Gabriel; Dandl, Florian; Engelhardt, Roman; Glöckl, Ulrich; Fraedrich, Eva; Zwick, Felix: Ridepooling in der Modellierung des Gesamtverkehrs - Methodenbericht zur MOIA Begleitforschung. Karlsruher Institut für Technologie (KIT), 2021, more…
  • Dandl, Florian; Engelhardt, Roman; Hyland, Michael; Tilg, Gabriel; Bogenberger, Klaus; Mahmassani, Hani S.: Regulating mobility-on-demand services: Tri-level model and Bayesian optimization solution approach. Transportation Research Part C: Emerging Technologies 125, 2021, 103075 more…
  • Wilkes, Gabriel; Engelhardt, Roman; Briem, Lars; Dandl, Florian; Vortisch, Peter; Bogenberger, Klaus; Kagerbauer, Martin: Self-Regulating Demand and Supply Equilibrium in Joint Simulation of Travel Demand and a Ride-Pooling Service. Transportation Research Record: Journal of the Transportation Research Board, 2021, 036119812199714 more…
  • Fehn, Fabian; Engelhardt, Roman; Bogenberger, Klaus: Ride-Parcel-Pooling - Assessment of the Potential in Combining On-Demand Mobility and City Logistics. 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), IEEE, 2021 more…
  • Dandl, Florian; Engelhardt, Roman; Bogenberger, Klaus: On the Dynamism of User Rejections in Mobility-on-Demand Systems. 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), IEEE, 2021 more…
  • Engelhardt, Roman; Bogenberger, Klaus: Benefits of Flexible Boarding Locations in On-Demand Ride-Pooling Systems. 2021 7th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 2021 more…
  • Bilali, Aledia; Engelhardt, Roman; Dandl, Florian; Fastenrath, Ulrich; Bogenberger, Klaus: Analytical and Agent-Based Model to Evaluate Ride-Pooling Impact Factors. Transportation Research Record: Journal of the Transportation Research Board 2674 (6), 2020, 1-12 more…
  • Engelhardt, R.; Dandl, F.; Bogenberger K.: Speed-up Heuristic for an On-Demand Ride-Pooling Algorithm. , Ed.: arXiv: Universität der Bundeswehr München, 2020, more…
  • Engelhardt, Roman; Dandl, Florian; Bilali, Aledia; Bogenberger, Klaus: Quantifying the Benefits of Autonomous On-Demand Ride-Pooling: A Simulation Study for Munich, Germany. 2019 IEEE Intelligent Transportation Systems Conference (ITSC), IEEE, 2019 more…

Supervised Theses

  • Asady, Shariffulah: Simulation of a Ride-Hailing Service in a Digital Twin. Master Thesis. Start: 15.3.2023; End: 15.9.2023. Mentoring: Dr. Dandl, Engelhardt. Abstract.
  • Chowdhury, Sudipta: Shareability of Regional Logistics Trips Based on Real-World Data Analysis. Master Thesis. Start: 14.2.2022; End: 12.8.2022. Mentoring: Fehn, Engelhardt. Abstract.
  • Pfundstein, Christof: Investigating the traffic impact of on-demand ride-pooling services with a microscopic traffic simulation (Master TRL). Master Thesis. Start: 23.6.2021; End: 6.1.2022. Mentoring: Engelhardt, Dandl. Abstract.
  • Hanssen Marquez, Hillary: Literature research on the acceptance of on-demand ride-hailing and ride-pooling services. Bachelor Thesis. Start: 3.11.2020; End: 2.4.2021. Mentoring: Engelhardt, Dandl. Abstract.
  • Bremerich, Josephin: Literature review about the operational combination of last-mile passenger and freight transport. Bachelor Thesis. Start: 1.9.2020; End: 28.1.2021. Mentoring: Fehn, Engelhardt. Abstract.