Robust modelling of transportation
simulation scenarios
Sebastian Hörl
Brown Bag
ETH Zürich, IVT
13 November 2017
Research Plan
Robust scenario generation
framework
Detailed scenario for
Switzerland and Zurich
Case Studies on
Autonomous Vehicles
MATSim
Scenario
Network Simulation
Scoring
Replanning
Population
Setting up a MATSim simulation
Raw Input Data
Scenario
Simulation
Census data, count data, model parameters, map data, ...
Road network, public transport schedule, population, plans, ...
Example: Zurich PT Mode (R5)
Example: Zurich PT Mode (R5)
Example: Zurich Car Mode
Example: Zurich Car Mode
Example: Zurich Counts?
Example: Zurich Better counts...
Example: Zurich Better counts... but travel times?
Before counts
After counts
Example: Zurich Pipeline (CH)
Example: Zurich Pipeline (ZH/ASTRA)
Robust scenario generation framework
Raw Input Data
Scenario
Simulation
Modification
Robust scenario generation framework
Raw Input Data
Scenario
Simulation
Validation
Modification
Robust scenario generation framework
Raw Input Data
Scenario
Simulation
Validation
Modification
Unit Tests
for Scenarios
Robust scenario generation framework
Open Questions
Scenario for Switzerland and Zurich
Possible / ongoing tasks
Case studies on autonomous vehicles
Possible / existing components
Thank you!
Questions?