SUMO User Conference 2022
2022-05-09..2022-05-11
-- online --
[SUMO User Conference 2021, SUMO User Conference 2022, SUMO User Conference 2023]
who it's for
transport modellers, simulation engineers, traffic signal engineers, public transport planners, autonomous vehicle researchers, software developers for mobility, data scientists
topics
microscopic traffic simulation with SUMO; agent-based demand modelling; traffic signal control algorithms; reinforcement learning for traffic signals; V2X transit signal priority; TraCI co-simulation and middleware; lane-free microscopic vehicle simulation; PlanPro to SUMO railway conversion; shared autonomous vehicle fleet simulation; parking microsimulation and pipelines; trajectory-based calibration and validation; topology-preserving OpenStreetMap simplification
| title | author | length |
|---|---|---|
| Tutorial | Jakob Erdmann | 58m |
Requires SUMO 1.13 plus Python and the tutorial files; uses the osm web wizard to download filtered OSM networks, then fixes a 3‑junction circle with netedit… | ||
| TAPAS | Matthias Heinrichs | 34m |
An open source agent based demand model generates address level daily activity chains and feeds them into SUMO for microscopic routing and traffic assignment… | ||
| Extension and Validation of NEMA-Style Dual-Ring Controller in SUMO | Max Schrader, Qichao Wang, Joshua Bittle | 16m |
Adds a dual-ring NEMA controller into SUMO source, implements fully-actuated timing, phase fit, green transfer, latching detectors and TS2-style offsets, and… | ||
| A Comparison of Reinforcement Learning Agents Applied to Traffic Signal Optimization | Cobus Louw, Louwrens Labuschange, Tiffany Woodley | 15m |
A small OpenAI Gym wrapper called SUMO gym uses TraCI to train DQN and PPO agents on a single intersection in SUMO for 200 episodes (each 100,800 seconds)… | ||
| High fidelity modelling of traffic light control with xml logic representation | Maik Halbach, Jakob Erdmann | 14m |
A new SUMO XML control algorithm format is implemented to encode comparators, predefined functions (detector occupancy, gap, green time, cycle time), logical… | ||
| Evaluating traffic performance of transit signal priority using SUMO simulation: A real-world case | Chun-Cheng Liang, Hsuan-Chih Wang, Wei-Hsun Lee, Ming-Te Wang | 13m |
A SUMO-based evaluation of a V2X Tainan deployment models Bus No. 70 over 21 signalized intersections and nine electric buses, implementing a two-stage TSP… | ||
| Simulating Digital Rail: From PlanPro railway planning's to SUMO simulations | Arne Boockmeyer, Robert Schmid, Andreas Polze | 18m |
A working pipeline converts PlanPro XML into a SUMO network, including a bespoke PlanPro→SUMO converter, automatic route generation across the topology, and a… | ||
| A dynamic model for ride-matching problem in multi-hop ride-sharing system | Linyang Wang, Jianping Wu | 20m |
A dynamic matching model represents vehicles and passengers as intersecting time-expanded ellipsoids and computes an analytic midpoint and short axis to locate… | ||
| Investigating the behaviors of cyclists and pedestrians under automated shuttle operation | Yun-Pang Flötteröd, Iman Pereira, Johan Olstam, Laura Bieker-Walz | 20m |
At a Linköping SHOW pilot site researchers use video, Telraam and a shuttle onboard device to compare trajectory sources and measure effects of automated… | ||
| Simulating Personal Rapid Transit in SUMO | Felix Gotzler, Franziska Neumann | 16m |
Simulation uses SUMO to build a city‑wide PRT for Bad Hersfeld with DLR, Dromos and 7p Solutions, optimizing a fully connected guideway graph to minimize… | ||
| Keynote: Simulating and modelling traffic: What are we trying to achieve? | Heather Kaths | 44m |
Simulation work uses SUMO with video trajectory extraction and automated calibration to test concrete changes: a bicycle simulator is built in Wuppertal… | ||
| Extending SUMO for Lane-Free Microscopic Simulation of Connected and Automated Vehicles | Dimitrios Troullinos, Georgios Chalkiadakis, Diamantis Manolis, Ioannis Papamichail, Markos Papageorgiou | 13m |
Extends SUMO to a lane‑free microscopic simulator called TrafficFluid‑Sim that lets vehicles occupy arbitrary lateral positions and perform V2V/V2I “nudging”… | ||
| SESAM: First Steps Towards SUMO in the Cloud | Robert Hilbrich, Olaf Angelo Banse Bueno | 15m |
Cloud-hosted platform that runs SUMO on a high-performance cluster located in Germany with its own OpenStreetMap mirror; web builder clones the OSM web wizard… | ||
| Utilizing Vehicle Trajectory Data to Characterize Performance Measures of a Highway Corridors | Norris Novat, Emmanuel Kidando, Jacqueline Jenkins | 13m |
A 4‑intersection downtown corridor is modeled microscopically in SUMO + Omnet++ + Veins and calibrated with StreetLight probe data (turning movement counts and… | ||
| Multi-Modal Traffic Simulation Calibration and Integration with Real-Time Hardware in Loop Simulator | Vikhyat Kalra, Punit Tulpule, Jacob Isaman | 20m |
Built a GPS-based calibration framework for Woody Hayes Drive using OSU CABS data, dividing the network into 12 sections and optimizing nine entry-point… | ||
| Simulation of surrounding traffic in a driving simulator – Coupling Sumo, RoadRunner and Unity | Richard Schulte Holthausen, Moritz Berghaus, Philipp-Armand Klee | 15m |
Pipeline that builds an identical 3D road model in RoadRunner and exports OpenDrive + FBX export pipeline to drive SUMO and Unity in lockstep, using… | ||
| Simulation-Based Dynamic System Traffic Assignment Algorithm for SUMO: Approximation of Travel Time | Behzad Bamdad Mehrabani, Jakob Erdmann, Luca Sgambi, Maaike Snelder | 18m |
Proposes a simulation-based dynamic system optimal algorithm for SUMO called SB-DSO algorithm that replaces link travel times with a surrogate marginal travel… | ||
| Combining operative train simulation with logistics simulation in SUMO | Jakob Geischberger, Norman Weik | 17m |
SUMO model integrates macroscopic logistics demand with microscopic rail operations to trace single container agents through matched train lines, using OSM… | ||
| Testbed for Development of AI Solutions to Boost Operational Efficiency in Transportation Networks | Arun Sathanur, Arif Khan, Milan Jain, Ashutosh Dutta | 19m |
A SUMO + TraCI testbed is built and linked to Ray RLlib to train DRL agents (DQN and A2C) on a 2.6‑mile, four‑lane freeway with two exits using real traffic… | ||
| i4Port: Simulation -Drayage Operations Based On Vehicle Communication Technologies At Port Terminals | Victor Madrigal | 13m |
Simulation couples SUMO + TraCI with a Python optimizer to test a time‑reservation, vehicle‑communication TAS where each truck agent sends position, speed and… | ||
| Signal priority for improving fluidity and decreasing fuel consumption | Jacques Renaud, Leandro Coelho, Khaled Belhassine, Vincent Turgeon | 17m |
Built a SUMO-based digital twin of the city center with 262,000 trips (calibrated to 99% against 88,000 daily counts on 24 segments), modeled the partner heavy… | ||
| Combining microtraffic models and complex vehicular simulators | Aron Jazcilevich, Adolfo Hernández-Moreno, Ulises Diego-Ayala, Ivan Hernández-Paniagua | 16m |
A validated pipeline uses drone video tracking to extract per-vehicle speed and acceleration traces, calibrates SUMO to reproduce observed queuing behavior… | ||
| Simulating platooned connected autonomous vehicle in a large scale urban scenario | Joerg Schweizer, Cristian Poliziani, Federico Rupi | 20m |
A city-scale rush-hour microsimulation replaces private cars with 100% CAV substitution using SUMO's SIMPLA + TRACI and SUMOPy demand, starting platoons only… | ||
| Topology-Preserving Simplification of OpenStreetMap Network Data for Large-scale Simulation in SUMO | Zhuoxiao Meng, Xiaorui Du, Paolo Sottovia, Daniele Foroni, Cristian Axenie, Alexander Wieder, David Eckhoff, Stefano Bortoli, Alois Knoll, Christoph Sommer | 16m |
A tool called Traffic Simulation Map Maker (TSMM) converts raw OSM into simplified corridor “lines” and then merges near-parallel ways with a buffer approach… | ||
| SUMO for parking studies: Challenges and opportunities | Prashant Chauhan, Salil Goel, Stephan Winter | 17m |
SUMO is used to generate parking data for low- and mid‑income city streets by importing an OSM‑derived network with manual parking inventory and adding lanes… | ||
| building generic traffic models for SUMO | Martin Reuß, Tobias Lukowitz, Martin Lächele | 15m |
Platform creates one-click creation of SUMO-ready traffic models from OSM, merges sensors and census data, and generates demand by an adapted SAGA (now… | ||
| Implementation of a Perception Module for Smart Mobility Applications in Eclipse MOSAIC | Robert Protzmann, Karl Schrab, Moritz Schweppenhäuser, Ilja Radusch | 19m |
Eclipse MOSAIC gains an object-level perception module that returns detected vehicles, traffic lights and signs instead of raw sensors, implemented in the… | ||
| A Co-Simulation Middleware: Virtual Testing of Automotive Applications with Multiple Simulators | Dominik Salles, Lukas Lang, Martin Kehrer, Hans-Christian Reuss | 17m |
A modular C++ Run‑Time Interface connects SUMO, CARLA, VTD/virtual test drive, CarMaker and Simulink and runs each simulator in parallel threads; one… | ||
| Measures for prioritizing urban public transport using SUMO – A corridor in Münster, Germany | Marcus Herbrecht, Moritz Berghaus, Philipp-Armand Klee | 16m |
Corridor in Münster (700 m) is modeled in SUMO with TraCI and Python logic to test targeted fixes where delays concentrate at two adjacent junctions… | ||
| Simulation of traffic scenarios using SUMO | Siva Jagadesh M., Vignesh Bondugula, Vijay Jaisankar, Jayati Deshmukh, Srinath Srinivasa | 15m |
SUMO-based simulations of Bengaluru’s Electronic City run for about one hour across low/moderate/high traffic and implement deadlock detection, emission… | ||
| Building a real-world traffic micro-simulation scenario from scratch with SUMO | Maria Laura Clemente | 22m |
Builds a SUMO micro-scenario for the SS195 coastal corridor in Sardinia starting from OpenStreetMap, adds SRTM elevation (.hgt) with Osmosis, converts the OSM… | ||
| SUMO4AV: An Environment to Simulate Scenarios for Shared Autonomous Vehicle Fleets with SUMO | Emanuel Reichsöllner, Andreas Freymann, Mirko Sonntag, Ingo Trautwein | 14m |
SUMO4AV is a SUMO-based pipeline that maps OpenStreetMap POIs into SUMO edges, builds demand (evening scenario in Mannheim) and runs fleet experiments with… | ||
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