Dynamic demand estimation for an AMoD system in Paris
Sebastian Hörl
Intelligent Vehicles Symposium
10 June 2019, Paris
The street in 1900
http://www.loc.gov/pictures/item/2016800172/
The street today
https://commons.wikimedia.org/wiki/File:Atlanta_75.85.jpg
The street of tomorrow?
- Autonomous Mobility
- Mobility as a Service
- Mobility on Demand
- Electrification
- Aerial Mobility
Julius Bär / Farner
Fleet sizing with dynamic demand
Fleet sizing with dynamic demand
Fleet sizing with dynamic demand
Mesoscopic Transport Simulation
Senozon VIA
https://pixabay.com/en/traffic-jam-stop-and-go-rush-hour-143391/
MATSim
Home
Work
Shop
Home
until 8am
9am to 6pm
6:15m to 6:30pm
from 6:45pm
walk
public
transport
walk
Sociodemographics
Activity Chains
Locations
MATSim
Census data, FILOSOFI
Enquête globale de transport (HTS)
- OD from census data
- Specifically designed sampling algorithm
MATSim Scenario for Île-de-France
- OpenStreetMap, GTFS
Simulation setup
Fleet control
Load-balancing heuristic
Simple heuristic, fast runtime
?
?
Car by Adrien Coquet from the Noun Project
Hail by Bradley Avison from the Noun Project
AMoD in Paris
AMoD in Paris
Maximum static demand: 2.3M trips
AMoD in Paris
Maximum static demand: 2.3M trips
AMoD in Paris
Maximum static demand: 2.3M trips
Work in progress ...
Spatial constraints
Operational constraints
Intermodality
https://commons.wikimedia.org/wiki/File:Zeichen_365-65_-_Ladestation_f%C3%BCr_Elektrofahrzeuge,_StVO_2014.svg
https://www.flickr.com/photos/viriyincy/4528290409
https://de.wikipedia.org/wiki/Datei:Zeichen_316_-_Parken_und_Reisen,_StVO_1992.svg
AMoD in Paris (or elsewhere)
Potential studies
- Financial aspects: Profits, subsidies
- Dispatching algorithms under customer behaviour
- Sensible scenario diameters
- Interaction with land use
- Emissions
Want to know more?
Behavioural transport simulation
www.eqasim.org
Fleet control testbed
www.amodeus.science
Visit our tutorial at ITSC 2019 in Auckland!
Thanks!
Questions?
Contact: sebastian.hoerl@ivt.baug.ethz.ch
Visit our tutorial at ITSC 2019 in Auckland!
MATSim Scenario for Île-de-France
MATSim Scenario for Île-de-France
AMoD Cost Calculator
Bösch, P.M., F. Becker, H. Becker and K.W. Axhausen (2018) Cost-based analysis of autonomous mobility services, Transport Policy, 64, 76-91
AMoD Survey
Felix Becker, Institute for Transport Planning and Systems, ETH Zurich.
AMoD Survey
13 CHF/h
AMoD
Taxi
19 CHF/h
Conventional
Car
12 CHF/h
Public
Transport
VTTS
Car by Adrien Coquet from the Noun Project
Bus by Simon Farkas from the Noun Project
Wait by ibrandify from the Noun Project
AMoD
AMoD Survey
Car by Adrien Coquet from the Noun Project
Bus by Simon Farkas from the Noun Project
Wait by ibrandify from the Noun Project
13 CHF/h
AMoD
Taxi
19 CHF/h
Conventional
Car
12 CHF/h
Public
Transport
VTTS
21 CHF/h
32 CHF/h
AMoD
Fleet control
Hörl, S., C. Ruch, F. Becker, E. Frazzoli and K.W. Axhausen (2019) Fleet operational policies for automated mobility: a simulation assessment for Zurich, Transportation Research: Part C, 102, 20-32.
Dynamic demand estimation for an AMoD system in Paris
By Sebastian Hörl
Dynamic demand estimation for an AMoD system in Paris
Intelligent Vehicles Symposium, 10 June 2019, Paris
- 1,010