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Data Science
Digital Twins
SUMO

Free Online

SUMO Courses and Certifications

Master traffic simulation and urban mobility modeling using Eclipse SUMO for transportation planning and research. Learn through hands-on tutorials on YouTube and Udemy, covering vehicle calibration, signal optimization, and emergency response scenarios for real-world traffic engineering applications.

36 courses

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Sumo: Traffic Simulator - An Introduction (Updated lessons)
164 ratings at Udemy

Create traffic simulations (Updated lessons are now available)
- Udemy
- 5 hours 54 minutes
- On-Demand
- Paid Course
Eclipse Foundation
Traffic Simulation with Eclipse SUMO - Tutorial 2023

Discover essential techniques for traffic simulation using Eclipse SUMO through hands-on demonstrations and practical implementation strategies from expert Jakob Erdmann.
- YouTube
- 1 hour 12 minutes
- On-Demand
- Free Video
Eclipse Foundation
Traffic Simulation with Eclipse SUMO - A User Tutorial

Discover essential techniques for traffic simulation using Eclipse SUMO through hands-on demonstrations and practical implementation strategies for transportation modeling and analysis.
- YouTube
- 1 hour 3 minutes
- On-Demand
- Free Video
Eclipse Foundation
SUMO in SPACE - Combining SUMO and dSPACE for Advanced Traffic Simulation

Discover how combining SUMO and dSPACE creates a powerful co-simulation framework for advanced traffic analysis, integrating microscopic traffic models with detailed vehicle dynamics for more realistic and comprehensive traffic simulations.
- YouTube
- 21 minutes
- On-Demand
- Free Video
Eclipse Foundation
SUMO Simulation of DLR's Research Intersection

Explore how trajectory data can be integrated into SUMO micro-simulation framework, overcoming challenges to create more realistic traffic simulations based on real-world data.
- YouTube
- 20 minutes
- On-Demand
- Free Video
Eclipse Foundation
SUMO-UAV-Py: A SUMO Plugin for UAV-Based Road Traffic Sensing

Explore SUMO-UAV-Py, an open-source plugin that integrates UAV-based sensing into traffic simulations, enabling detailed vehicle observations through dynamic UAV deployment while maintaining efficient performance for research applications.
- YouTube
- 17 minutes
- On-Demand
- Free Video
Eclipse Foundation
Modeling Bus Traffic for the Berlin SUMO Traffic Scenario

Explore how to integrate bus traffic into the Berlin SUMO Traffic scenario (BeST), including data sources, methodology, and evaluation of how added traffic volume affects the stability of this digital twin simulation.
- YouTube
- 19 minutes
- On-Demand
- Free Video
Eclipse Foundation
HaTS - Hanover Traffic Scenario for SUMO

Explore HaTS, a novel SUMO traffic simulation scenario for Hanover that uniquely incorporates bicycle traffic alongside vehicles, using real-world data to enhance testing of V2X communication and support EU's Vision Zero initiative.
- YouTube
- 18 minutes
- On-Demand
- Free Video
Eclipse Foundation
SUMO Traffic Simulation Tutorial

Explore the Eclipse SUMO traffic simulation package with this comprehensive user tutorial from the 2025 User Conference in Berlin, presented by Jakob Erdmann.
- YouTube
- 1 hour 5 minutes
- On-Demand
- Free Video
Eclipse Foundation
Overcoming Data Scarcity in Calibrating SUMO Scenarios with Evolutionary Algorithms

Discover a methodology for calibrating SUMO traffic simulations with limited observational data using evolutionary algorithms, demonstrated through the Mannheim SUMO Traffic Model case study and CMA-ES optimization.
- YouTube
- 21 minutes
- On-Demand
- Free Video
Eclipse Foundation
Spatio-Temporal AI Modeling for Urban Traffic Calibration - A SUMO-Based Approach

Discover how AI and spatio-temporal learning techniques can optimize urban traffic flow through digital twin simulations, using Dynamic Spatio-Temporal Graph Attention Networks to predict and calibrate traffic patterns in real-time.
- YouTube
- 16 minutes
- On-Demand
- Free Video
Eclipse Foundation
Calibrating Car-Following Models Using SUMO-in-the-Loop and Vehicle Trajectories from Roadside Radar

Discover advanced calibration techniques for car-following models using SUMO simulation and real-world radar data, improving traffic flow prediction accuracy and energy consumption estimation in urban corridors.
- YouTube
- 22 minutes
- On-Demand
- Free Video
Eclipse Foundation
Leveraging SUMO for Real-World Traffic Optimization - A Comprehensive Approach

Discover how SUMO simulation software optimizes traffic management through real-world data integration, sensor-based calibration, and practical validation methods for urban transportation solutions.
- YouTube
- 21 minutes
- On-Demand
- Free Video
Eclipse Foundation
Integration of Traffic Signal Control from Synchro to SUMO - A Downtown Seattle Case Study

Explore the process of converting traffic signal control schemes between Synchro and SUMO platforms, featuring a Seattle case study and practical framework for cross-platform signal timing integration.
- YouTube
- 17 minutes
- On-Demand
- Free Video
Eclipse Foundation
Analysis and Modelling of Road Traffic Using SUMO to Optimize Emergency Vehicle Arrival Times

Discover how SUMO simulation software optimizes emergency vehicle routes in Frankfurt, analyzing traffic patterns and implementing prioritization strategies to reduce response times and save crucial seconds.
- YouTube
- 14 minutes
- On-Demand
- Free Video

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