traffic simulation tobiaskretz
DESCRIPTION
Sample Traffic SimulationTRANSCRIPT
-
WWW.PTV.DE
Applicated JamologyTobias Kretz, September 2008
-
2 PTV AG 2008
Outline
> Prelude: Famous jamology> Introduction: Why are there traffic jams?
> Jam from nothing (Prof. Nishinari talked about this)> Jam from something: World population statistics
> VISSIM> What is VISSIM?> Vehicles: the Wiedemann Model
No jam from nothing with speed limits? Application: Transport Master Plan Qatar
> Pedestrians: the Social Force Model Some Animations
> Pedestrian Dynamics at Bottlenecks> Empirical Results: Is there a step function?> Results of Simulations in VISSIM
> The F.A.S.T. Model> F.A.S.T. vs. Social Force: at Bottlenecks
> VISUM> What is VISUM?> Application: The Dubai bus master plan
-
3 PTV AG 2008
Prelude: Famous Jamology
Wer wird Millionr? (German $ ) VIP special on German TV
1 million question
The Nagel Schreckenberg Model explains the formation of
A: Sand Desserts B: Traffic Jams C: Flue Waves D: Stock Market Crashs
?
Watch this online
-
4 PTV AG 2008
Prelude: Famous Jamology
April 2008
May 2008
June 2008 Source: stats.grok.se
-
5 PTV AG 2008
Introduction: World Population Statistics
Arguable Definition
> A city is a village that has grown large enough to produce traffic jams.
> This definition has not been applied for the statistics of the next few slides, but lets keep this in mind:
Jams mainly form in urban, not in rural areas
-
6 PTV AG 2008
Introduction: World Population Statistics
6440 Million3300 Million750 Million< 9 MillionPopulation in Cities
70%50%30%< 3%
(but already 45BC wagons were not allowed to enter Rome because
of jams)
Ratio in Cities
9200 Million6600 Million2500 Million~ 300 MillionWorld Population
2050 AD (UN estimation)
2007 AD1950 AD1 AD(UN estimation)
First cities (Ur, Uruk, and Eridu) emerging ~3500 BC
-
7 PTV AG 2008
Lex Iulia Municipalis aka Tabula Heracleensis
Banning Wagons in 45 BC
> LATIN: quae viae in urbem Romam sunt erunt intra ea loca ubi continenti habitabitur nequis in ieis vieis post Kalendas Ianuarias primas plostrum interdiu post solem ortum neve ante horam X diei ducito agito nisi quod aedium sacrarum deorum immortalium caussa aedificandarum operisve publice faciumdei causa advehei portari oportebit aut quod ex urbe ex ve ieis loceis earum rerum quae publice demoliendae locatae erunt publice ex portarei oportebit et quarum rerum caussa plostra hac lege certeis hominibus certeis de causeis agere ducere licebit
> ENGLISH: After January 1 next no one shall drive a wagon along the streets of Rome or along those streets in the suburbs where there is continuous housing after sunrise or before the tenth hour of the day, except whatever will be proper for the transportation and the importation of material for building temples of the immortal gods, or for public works, or for removing from the city rubbish from those buildings for whose demolition public contracts have been let. For these purposes permission shall be granted by this law to specified persons to drive wagons for the reasons stated.
-
8 PTV AG 2008
Introduction: World Population Statistics
Source: UN World Urbanization Prospects The 2007 Revision
jammers
non-jammers
-
9 PTV AG 2008
Introduction: World Population Statistics
The Causes of Problems
> The absolute size and number of cities
> The rapidness of growth> Rapid growth -> difficult planning
-> maybe bad planning -> jams
Population size of the largest city of the world
0,45 0,45 0,672 1,1
6,48
12,463
37,037
0
5
10
15
20
25
30
35
40
0 500 1000 1500 2000 2500
Year
Popu
latio
n in
Mill
ions
-
10 PTV AG 2008
Introduction: World Population Statistics
Need for Planning
> Obviously there is a need to plan, reglement, and regulate traffic in cities.
> Julius Caesar was killed less than a year after he banned wagons completely from Rome, so it might be good to take more sophisticated measures.
> VISSIM
> VISUM
-
11 PTV AG 2008
VISSIM
What is VISSIM?
> VISSIM is a microscopic multi-modal traffic simulation software.
> Multi-modal: It integrates many means of traffic and lets them interact.
> Microscopic: Entities of reality and their interactions are modelled individually.
> The name is an acronym of Verkehr in Stdten Simulationsmodell, which is German for Traffic in Cities Simulation Model.
Download this video
Watch this video online
-
12 PTV AG 2008
VISSIM Simulation of Vehicles
The Wiedemann Model
> Psycho-physical driver model
> Developed in 1974 by Rainer Wiedemann at Karlsruhe University, it has been extended many times since.
> VISSIM was started as implementation of the Wiedemann model in 1992.
-
13 PTV AG 2008
VISSIM Simulation of Vehicles
(No) Jam from Nothing and Speed Limits
No speed limit Speed limit 100 km/h
Watch this video online
-
14 PTV AG 2008
VISSIM Vehicle Simulation Project Example: The Transport Master Plan Qatar
-
15 PTV AG 2008
Doha City Development in 2006
-
16 PTV AG 2008
Doha City Development after 2026
-
17 PTV AG 2008
Hot Spot: Doha Sports Roundabout in VISSIM
ExistingProposed with U- Turn Facilities
-
18 PTV AG 2008
VISSIM Structure: Vehicles vs. Pedestrians
-
19 PTV AG 2008
VISSIM Pedestrians: Basics of the Social Force Model> The force on a certain pedestrian (to be precise: the acceleration) is at a
certain point in time calculated from his own will to move toward a destination, the influence of fellow pedestrians around him and forces from boundaries.
Driving force in the desired direction of
motion
Forces from borders
Forces from fellow
pedestrians
Driving force in the desired direction of
motion
Forces from borders
Forces from fellow
pedestrians
-
20 PTV AG 2008
VISSIM Pedestrians: Basics of the Social Force Model
> The Social Force Model follows Newtonian Mechanics (except for actio = reactio)
> With f as sum of social and physical forces: Acceleration towards the destination Repulsion from boundaries Repulsion (social and physical) from fellow pedestrians Attraction (social) by fellow pedestrians.
> is a stochastic fluctuation.
-
21 PTV AG 2008
VISSIM Simulation of Pedestrians: Some Animations
Wat
ch th
is v
ideo
onl
ine
-
22 PTV AG 2008
Pedestrian Flow at Bottlenecks
Flow in Dependance of Width
Figure taken from Schadschneider et al. Evacuation Dynamics: Empirical Results, Modeling and Applications to be published in Springer Encyclopedia of Complexity and System Science.
Theoretical Curves Empirical Results
Figure taken from T. Rupprecht Basisdaten von Personenstrmen. Masters Thesis Wuppertal University. 2006.
-
23 PTV AG 2008
Pedestrian Flow at Bottlenecks
Flow in Dependence of Width
> There is no step function in the flow
> But: there are deviations from a linear dependence
-
24 PTV AG 2008
Pedestrian Flow at Bottlenecks Back to VISSIM
Flow in Dependence of Width
-
25 PTV AG 2008
The F.A.S.T. Model of Pedestrian Dynamics
Floor field- and Agent-based Simulation Tool
> Discrete in Space and Time (40x40 cm and 1 sec / time step)> Intended to run fast and memory efficient.> Extension of a model by Nishinari et al.
> Agents assign probabilities to cells in their surrounding.> According to these probabilities they select a cell that they want to reach in
a time step.
Surrounding for v=2 v=3
-
26 PTV AG 2008
Five Influences on the Motion
S: The influence from the Static Floor Field: Drive toward destinationD: The influence from the Dynamic Floor Field: Following othersI: The influence of inertia.W: The influence of nearby walls (repulsive).P: The influence of nearby agents (repulsive).
-
27 PTV AG 2008
Pedestrian Flow at Bottlenecks
Comparison between Social Force and F.A.S.T. Model in VISSIM
-
28 PTV AG 2008
VISUM
What is VISUM?
> VISUM is a software system for macroscopic, multi-modal trans-portation planning, travel demand modelling and network data management. It is used for metro-politan, regional, state-wide and national planning applications.
-
29 PTV AG 2008
Dubai Bus Masterplan
Special Demands
> Special climatic conditions: no bus station shall be further away than 300 meters from any private or public building
> Rapid growth: the future layout of the city has to be considered at any step of the planning process.
-
30 PTV AG 2008
Dubai Bus Masterplan
Solution: A Hub System with a Distinct Hierarchy
Bus express system
Metro red line
Local service area
Bus feeder system
B
B
B
MMM M
M
Bus express system
Metro red line
Local service area
Bus feeder system
B
B
B
MMM M
M
-
31 PTV AG 2008
Dubai Bus Masterplan
Solution: A Hub System with a Distinct Hierarchy
2009: Metro & Bus System 2020: Metro
-
32 PTV AG 2008
PTV Planung Transport Verkehr AG
76131 Karlsruhe, Germany
WWW.PTV.DE
PTV Powering Transportation VisionsThank you for your kind attention
WWW.VISSIM.DEWWW.PTV-VISION.DE
Applicated Jamology OutlinePrelude: Famous JamologyFolie 4Introduction: World Population StatisticsFolie 6Lex Iulia Municipalis aka Tabula Heracleensis Folie 8Folie 9Folie 10VISSIMVISSIM Simulation of VehiclesFolie 13VISSIM Vehicle Simulation Project Example: The Transport Master Plan QatarFolie 15Folie 16Hot Spot: Doha Sports Roundabout in VISSIMVISSIM Structure: Vehicles vs. PedestriansVISSIM Pedestrians: Basics of the Social Force ModelFolie 20VISSIM Simulation of Pedestrians: Some AnimationsPedestrian Flow at BottlenecksFolie 23Pedestrian Flow at Bottlenecks Back to VISSIMThe F.A.S.T. Model of Pedestrian DynamicsFive Influences on the MotionFolie 27VISUMDubai Bus MasterplanFolie 30Folie 31Folie 32