Dr.-Ing. Florian Dandl

Research Focus

  • On-demand mobility with electric vehicles
  • Agent-based simulation
  • Fleet control and optimization

Curriculum Vitae

Work experience

since 2020 Technical University of Munich
Chair of Traffic Engineering and Control
Researcher
2016 - 2019 Bundeswehr University Munich
Chair of Intelligent Transportation Systems
Researcher
2011 - 2015

P+Z Engineering, Gaimersheim
Field of work: crash simulations

Education

2022

Doctor of engineering sciences (Dr.-Ing.)
Thesis: Operation and Regulation of Autonomous Mobility on Demand Systems
Technical University of Munich

2011

Diploma in Physics
Thesis: Quark-mass dependence of the nucleon-nucleon interaction in QCD and chiral effective field theory
Technical University of Munich

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…
  • 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…
  • Peksa, Magdalena; Dandl, Florian; Bogenberger, Klaus: Hierarchical Vertiport Network for an Urban Air Mobility System: Munich Metropolitan Area Case Study. 2023 IEEE/AIAA 42nd Digital Avionics Systems Conference (DASC), IEEE, 2023 more…
  • Zhang, Yunfei; Rempe, Felix; Dandl, Florian; Tilg, Gabriel; Kraus, Matthias; Bogenberger, Klaus: Network Fundamental Diagram based Dynamic Routing in a Clustered Network. 2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 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…
  • Dandl, Florian: Operation and Regulation of Autonomous Mobility-on-Demand Systems. Dissertation, 2022 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…
  • 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…
  • 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…
  • Hardt, Cornelius; Dandl, Florian; Bogenberger, Klaus: Event-based Dynamic Pricing in Mobility Sharing Systems. Transportation Research Board 101st Annual Meeting, National Academy of Science, 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…
  • Bogenberger, Klaus; Blum, Philipp; Danld, Florian; Hamm, Lisa-Sophie; Loder, Allister; Malcolm, Patrick; Margreiter, Martin; Sautter, Natalie: MobilityCoins - A new currency for the multimodal urban transportation system. arXiv, 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…
  • 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…
  • Syed, Arslan Ali; Dandl, Florian; Kaltenhäuser, Bernd; Bogenberger, Klaus: Density Based Distribution Model for Repositioning Strategies of Ride Hailing Services. Frontiers in Future Transportation 2, 2021 more…
  • Syed, Arslan Ali; Dandl, Florian; Bogenberger, Klaus: User-Assignment Strategy Considering Future Imbalance Impacts for Ride Hailing. 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…
  • Erdmann, Marvin; Dandl, Florian; Bogenberger, Klaus: Combining immediate customer responses and car–passenger reassignments in on-demand mobility services. Transportation Research Part C: Emerging Technologies 126, 2021, 103104 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…
  • Kaltenhäuser, Bernd; Werdich, Karl; Dandl, Florian; Bogenberger, Klaus: Market development of autonomous driving in Germany. Transportation Research Part A: Policy and Practice 132, 2020, 882-910 more…
  • Bilali, Aledia; Engelhardt, Roman; Dandl, Florian; Fastenrath, Ulrich; Bogenberger, Klaus: An Analytical and Agent-Based Model to Evaluate Ride Pooling Impact Factors. Transportation Research Record: Journal of the Transportation Research Board, 2020 more…
  • Dandl, Florian; Tilg, Gabriel; Rostami-Shahrbabaki, Majid; Bogenberger, Klaus: Network Fundamental Diagram Based Routing of Vehicle Fleets in Dynamic Traffic Simulations. 2020 IEEE 23rd Intelligent Transportation Systems Conference, 2020 more…
  • Dandl, Florian; Niels, Tanja; Bogenberger, Klaus: Design and Control of Park & Charge Lanes for Carsharing Services with Highly-Automated Electric Vehicles. IFAC World Congress, 2020 more…
  • Dandl, Florian; Fehn, Fabian; Bogenberger, Klaus; Busch, Fritz: Pre-Day Scheduling of Charging Processes in Mobility-on-Demand Systems Considering Electricity Price and Vehicle Utilization Forecasts. 2020 Forum on Integrated and Sustainable Transportation Systems (FISTS), IEEE, 2020 more…
  • Dandl, Florian; Fehn, Fabian; Bogenberger, Klaus; Busch, Fritz: Pre-Day Scheduling of Charging Processes in Mobility-on-Demand Systems Considering Electricity Price and Vehicle Utilization Forecasts. 2020 Forum on Integrated and Sustainable Transportation Systems (FISTS), IEEE, 2020 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…
  • Dandl, Florian; Hyland, Michael; Bogenberger, Klaus; Mahmassani, Hani S.: Dual-Horizon Forecasts and Repositioning Strategies for Operating Shared Autonomous Mobility Fleets. 99th Annual Meeting of the Transportation Research Board (TRB 2020) , 2020 more…
  • Erdmann, Marvin; Dandl, Florian; Kaltenhäuser Bernd; Bogenberger Klaus: Dynamic Car-Passenger Matching of Online and Reservation Requests. 99th Annual Meeting of the Transportation Research Board (TRB 2020), 2020 more…
  • Dandl, Florian; Grueber, Bernhard; Friese, Hanna; Bogenberger, Klaus: Design and Simulation of a Public-Transportation-Complimentary Autonomous Commuter Shuttle. Transportation Research Procedia 41, 2019, 240-250 more…
  • Dandl, Florian; Hyland, Michael; Bogenberger, Klaus; Mahmassani, Hani S.: Evaluating the impact of spatio-temporal demand forecast aggregation on the operational performance of shared autonomous mobility fleets. Transportation 46 (6), 2019, 1975-1996 more…
  • Hyland, Michael; Dandl, Florian; Bogenberger, Klaus; Mahmassani, Hani: Integrating demand forecasts into the operational strategies of shared automated vehicle mobility services: spatial resolution impacts. Transportation Letters, 2019, 1-6 more…
  • Dandl, Florian; Bogenberger, Klaus: Comparing Future Autonomous Electric Taxis With an Existing Free-Floating Carsharing System. IEEE Transactions on Intelligent Transportation Systems 20 (6), 2019, 2037-2047 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…
  • 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…
  • Bilali, Aledia; Dandl, Florian; Fastenrath, Ulrich; Bogenberger, Klaus: An Analytical Model for On-Demand Ride Sharing to Evaluate the Impact of Reservation, Detour and Maximum Waiting Time. 2019 IEEE Intelligent Transportation Systems Conference (ITSC), IEEE, 2019 more…
  • Dandl, Florian; Bogenberger, Klaus; Mahmassani, Hani S.: Autonomous Mobility-on-Demand Real-Time Gaming Framework. 2019 6th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 2019 more…
  • Bilali, Aledia; Dandl, Florian; Fastenrath, Ulrich; Bogenberger, Klaus: Impact of service quality factors on ride sharing in urban areas. 2019 6th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 2019 more…
  • Fehn, Fabian; Noack, Florian; Busch, Fritz: Modeling of Mobility On-Demand Fleet Operations Based on Dynamic Electricity Pricing. 2019 6th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 2019 more…
  • Erdmann, Marvin; Dandl, Florian; Bogenberger, Klaus: Dynamic Car-Passenger Matching based on Tabu Search using Global Optimization with Time Windows. 2019 8th International Conference on Modeling Simulation and Applied Optimization (ICMSAO), IEEE, 2019 more…
  • Dandl, Florian; Bogenberger, Klaus: Booking Processes in Autonomous Carsharing and Taxi Systems. Proceedings of 7th Transport Research Arena, Vienna, 2018 more…
  • Dandl, Florian; Bracher, Benedikt; Bogenberger, Klaus: Mikrosimulation elektrischer Robotertaxis in München. Straßenverkehrstechnik (10/2017), 2017 more…
  • Dandl, Florian; Bracher, Benedikt; Bogenberger, Klaus: Microsimulation of an autonomous taxi-system in Munich. 2017 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), IEEE, 2017 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.
  • Uerel, Kerimcan: A suitability analysis of on-demand mobility services using the example of Munich's metropolitan area. Master Thesis. Start: 1.3.2023; End: 31.8.2023. Mentoring: Dr. Dandl, Dr. Tsakarestos. Abstract.
  • El Eid, Fadi: Credit allocation strategies in a tradable mobility credit scheme. Master Thesis. Start: 18.11.2022; End: 1.6.2023. Mentoring: , Dr. Dandl, Alvarez. Abstract.
  • Rashid, Sameera: Impact of trip planning apps on mode choice decisions. Master Thesis. Start: 14.10.2022; End: 14.4.2023. Mentoring: Dr. Dandl, Lippoldt. Abstract.
  • Barche, Melanie: Empirical analysis of incident messages in public transportation systems using the example of MVG. Study Project. Mentoring: , Dandl.
  • Alayasreih, Yamam: Performance of MFD-Based Traffic Models: Impacts of Different Network Clustering Methods. Master Thesis. Start: 6.5.2022; End: 6.11.2022. Mentoring: , Dandl. Abstract.
  • Saini, Kashish: Data and simulation-based study of crowding in public transportation. Master Thesis. Start: 3.5.2022; End: 3.11.2022. Mentoring: Dandl, Zhang. Abstract.
  • Venneklass, Lukas: Methodology for identification, design and evaluation of tangential bus connections to relieve the inner city rail-based public transport system. Master Thesis. Start: 15.11.2022; End: 15.5.2022. Mentoring: Dr. Tsakarestos, Dandl. Abstract.
  • Husain, Ashhar: Traffic Simulation-based Analysis of Operational Requirements for a Fleet of Autonomous Shuttles (HEAT) in Hamburg HafenCity. Master Thesis. Start: 28.6.2021; End: 1.3.2022. Mentoring: Dandl, Dr. Spangler. Abstract.
  • Hanekamp, Griffin: Comparing the Effects of Ride-Hailing and Ride-Pooling on Urban Network Capacities Using Microsimulation Tools. Master Thesis. Start: 31.8.2021; End: 28.2.2022. Mentoring: , Dandl. 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.
  • Obermeier, Daniel: Literature Review on Reliability of travel times in urban networks. Bachelor Thesis. Start: 9.11.2021; End: 9.4.2022. Mentoring: Dandl. Abstract.
  • Preißler, Sebastian: Impacts of the COVID-19 pandemic on the use of public transportation. Bachelor Thesis. Start: 2.11.2021; End: 2.4.2022. Mentoring: Dr. Tsakarestos, Dandl. Abstract.
  • Mohd Faizan Parvez: Lane-Changing Behavior on Motorways. Master Thesis. Start: 15.3.2021; End: 20.10.2021. Mentoring: Stüger, Dandl. Abstract.
  • Ling, Xuebo: Collection and Empirical Analysis of Demand and Travel-Time Data for Agent-Based Mobility-on-Demand Simulations. Master Thesis. Start: 15.2.2021; End: 9.8.2021. Mentoring: Dandl, Fehn. 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.
  • Gester, Hannah: Spatio-temporal analysis of taxi and TNC trip number in New York from 2009 to today. Bachelor Thesis. Start: 5.10.2020; End: 4.3.2021. Mentoring: Dandl, Fehn. Abstract.
  • Das, Tonmoy: The effects of ride-pooling on network capacities: A microscopic simulation approach. Master Thesis. Start: 11.5.2020; End: 10.11.2020. Mentoring: , Dandl. Abstract.