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Traffic Microssimulation: Modelling and Analysis with SUMO
Rating: 4.4 out of 5(16 ratings)
88 students
Created byMichel Madeira
Last updated 3/2024
English

What you'll learn

  • Learn how to traffic microssimulation with SUMO
  • Model the network
  • Model the demand
  • Analyze the results

Course content

1 section • 21 lectures • 2h 35m total length

  • Introduction1:47
  • Installation6:03
  • Modelling a Basic Network6:13
  • Estabilishing a Route and a Vehicle6:51

    Establish a route with a vehicle and set a flow with an hourly volume, save demand and configuration files, and run a SUMO simulation to observe buses on the route.

  • XML Files6:30
  • Generating a Vehicle Distribution8:52
  • Creating a Standard Network and the Command Line8:35
  • Creating a Network from a Satellite Image7:03

    Create a network from a satellite image by exporting a georeferenced background in ArcGIS, then import the image into sumo UI with WGS 84 coordinates.

  • Creating a Network using OSMWebWizard5:34
  • Generating a Random Demand8:09
  • Converting a Network to .kml4:29
  • Generating a Configuration File4:04

    Generate and save a configuration file that records parameters and values used when calling a function, enabling repeatable sumo traffic simulations with a predefined grid, fringe factor, and vehicle count.

  • Semaphoric Programation in SUMO5:07
  • Public Transport Modelling10:48
  • Insert ads in Network5:17

    Add induction loop additionals to the SUMO network, configure id, position, five-minute aggregation, and output file in the network files, then save as additionals for data collection during simulation.

  • Outputs4:59

    Learn how to collect and analyze Sumo simulation results, select outputs like trip info and statistics, and export xml data for analysis in Excel or Python.

  • Generating Graphs Directly in SUMO7:59
  • Running SUMO Directly from Command Line6:16
  • Modelling the Study Case27:11
  • Calibration8:48
  • Validation4:47

Requirements

  • Basic Experience in Transports Area

Description

Welcome. In this course you will learn the microsimulation technique using the SUMO software (Simulation of Urban MObility).


My name is Michel, I am a final year student studying Transport and Logistics Engineering at the Federal University of Santa Catarina, and also the Latin American Traffic Microsimulation Champion in 2022 using VISSIM software.

I have experience working in the city hall of Joinville, which is the city in the world that has used SUMO the most to evaluate alternatives in relation to urban planning.

And SUMO can be quite intimidating at first. He has a strong connection with informatics. In this sense, the course provides all the necessary basis for you to have a good relationship with the software, and subsequently make good modeling decisions.

But I would say that the biggest difficulty relies in the scientific bases. It is likely that at this moment you are studying the transport area. The course provides an introduction to the main topics, then you will have a good introduction to the scientific support you need to use the knowledge acquired here in an academic or professional way.


I designed this course to be effective and didactic. You can be sure that every minute of studying here will be well invested and rewarding.


I wish you all a great course!

Who this course is for:

  • Engineers, Architechts, Urban Planners

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