vehicle dynamics modeling and simulation for active safety … · 2021. 3. 2. · the vehicle...
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Vehicle dynamics modeling and simulation for
active safety development in MATLAB / Simulink
Mathias Lidberg
Morteza Hassanzadeh
InteractIVe Summer School
4-6 July, 2012
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2
Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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3
Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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4
About Me
• 2004: Ph.D. thesis in Mechanics on design of optimal control processes for
closed-loop chain SCARA-like robots.
• 2004: Assignment of supporting the re-establishment of the vehicle
dynamics area at Applied Mechanics.
• 2007: Assistant Professor in vehicle dynamics.
• 2012: Associate Professor in vehicle dynamics
Main Research Areas:
• Path and stability control of heavy vehicles
• Integrated powertrain and chassis control
• Optimal control applications in vehicle dynamics
Summer School_ 4 - 6 July 2012
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5
Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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6
Vehicle Dynamics Group at Chalmers
• Professor Bengt Jacobson
• Associate Professor Mathias Lidberg
• Adjunct Professor Gunnar Olsson (20%), formerly with Saab
• Post Doc Fredrik Bruzelius (75%), VTI
• Guest Researcher Professor Tim Gordon, University of Michigan
• PhD Student Sogol Kharrazi (Volvo Group)
• PhD Student Derong Yang (Volvo Cars)
• Project Assistant Morteza Hassanzadeh
• Industry PhD Student Ulrich Sander (Autoliv)
• Industry PhD Student Adithya Arikere (eAAM)
• Industry PhD Student Peter Nilsson (Volvo)
• Industry PhD Student Kristoffer Tagesson (Volvo)
Summer School_ 4 - 6 July 2012
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Integrated Braking and Steering for Heavy Vehicle Combinations (IBSTruck)
• The existing brake based Electronic Stability Control (ESC) for
heavy vehicles is limited to first unit control.
• The objective of this project is to extend the stability control to
all units by exploiting additional actuators such as active steering.
PhD student: Sogol Kharrazi
Partner/Sponsor: Volvo3P/IIVSS
Advisers: Mathias Lidberg, Jonas Fredriksson
Vehicle Dynamics Group at Chalmers
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Integrated Braking and Steering for Heavy Vehicle Combinations (IBSTruck)
• Testing at MIRA Proving Ground (Dancing Elephants)
Active Steering
Vehicle Dynamics Group at Chalmers
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Optimal Path Recovery for Over-Speeding in Curves
• Overspeed in curves leads to a path outside the intended path
(off-tracking) and may lead to a run-off-road (ROR) crash
• According to report DOT HS 811 232 (FARS) discussing
fatal single-vehicle ROR crashes:
• Around 1/3 of the crashes occurred in a turn.
• Nearly 1/2 of the crashes involved speeding
• ROR crashes are more likely to occur in adverse weather conditions
Industry PhD student: Matthijs Klomp
Partner/Sponsor: Saab Automobile/IVSS
Advisers: Mathias Lidberg, Tim Gordon
Vehicle Dynamics Group at Chalmers
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Vehicle Dynamics Group at Chalmers
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Optimal Path Recovery for Over-Speeding in Curves
An optimal control problem is formulated to minimize the maximum off
tracking, i.e. the off-tracking when the velocity vector is parallel to intended path).
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11
Optimal Path Recovery for Over-Speeding in Curves
Initial Experiments
No Control Parabolic Path Recovery (PPR)
Vehicle Dynamics Group at Chalmers
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12
Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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13
The Vehicle Dynamics Area
• Here, vehicle dynamics is defined as the gross (mainly) planar motion of
road vehicles
• Research focus on safety but also performance and efficiency
• Mainly analysis and simulations but also experimental verification of
theoretical results
Summer School_ 4 - 6 July 2012
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14
The Importance of the Tire: The Friction Circle
The utilization of the vehicle road contact (the friction circle) for tire force
generation has been increasing gradually since the beginning of the
automobile era.
• The invention of the pneumatic tire and the development of more powerful
actuators resulted in higher speeds and larger accelerations.
• Wheel slip control (ABS/TCS) improved the brake/acceleration
performance and maneuverability during braking/acceleration, which paved
the ground for electronic stability control (ESC).
• Today, the (electrified) propulsion system will be used for (regenerative)
braking and also for direct yaw-moment control (DYC) for improved
performance, maneuverability, agility and stability
Summer School_ 4 - 6 July 2012
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15
Target Applications and Research Areas
• Classical Vehicle Dynamics (tire modeling, aerodynamics, power
train/suspension design, novel components …)
• Motion Stability Control (yaw stability control, roll stability control, robust
yaw control, heavy articulated vehicles, post impact stability control …)
• Computer Aided Driving Systems (adaptive cruise control, lane keeping
assistance, forward collision warning, braking assistance…)
Summer School_ 4 - 6 July 2012
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Prerequisites
Basics:
• Mechanics (2D Newton)
• Control Theory
• Vehicle Dynamics
Computer Tools:
• Some Programming Skills
Summer School_ 4 - 6 July 2012
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17
Scope and Aim
• This lecture is based on a 7-week course at Chalmers University of
Technology.
• In this lecture the focus is put on the basic understanding of modeling and
analysis of the controlled planar dynamics of road vehicles for active safety
development
• The lecture also aims to give a tutorial of vehicle system dynamics
modeling and control in Matlab/Simulink
Summer School_ 4 - 6 July 2012
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18
Intertwined lecture and tutorial overview
Summer School_ 4 - 6 July 2012
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19
Intertwined lecture and tutorial overview
Summer School_ 4 - 6 July 2012
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20
Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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21
Module 1: Vehicle Modeling for Planar Dynamics
• Vehicle simulation model (longitudinal, lateral, yaw, roll)
Summer School_ 4 - 6 July 2012
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22
Module 1: Vehicle Modeling for Planar Dynamics
• The planar nonlinear two track model:
• where the sum of the forces and moments are:
• the slip angles for all wheels
• the tire forces from suitable tire model, e.g. Pacejka Magic Formula
Summer School_ 4 - 6 July 2012
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23
Module 1: Vehicle Modeling for Planar Dynamics / Tutorial
Summer School_ 4 - 6 July 2012
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24
Module 1: Vehicle Modeling for Planar Dynamics / Tutorial
Summer School_ 4 - 6 July 2012
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25
Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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26
Module 2: Tire Modeling / Tutorial
• Tire characteristics are of crucial importance
Summer School_ 4 - 6 July 2012
Slip angle,
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27
Module 2: Tire Modeling / Tutorial
• Combined slip characteristics
Summer School_ 4 - 6 July 2012
0 5 10 15 200
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28
Module 2: Tire Modeling / Tutorial
• The Tire Magic Formula with Longitudinal Force as Input
Summer School_ 4 - 6 July 2012
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Module 2: Tire Modeling / Tutorial
Summer School_ 4 - 6 July 2012
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Module 2: Tire Modeling / Tutorial
Summer School_ 4 - 6 July 2012
BBEBCDF arctanarctansin
![Page 31: Vehicle dynamics modeling and simulation for active safety … · 2021. 3. 2. · The Vehicle Dynamics Area •Here, vehicle dynamics is defined as the gross (mainly) planar motion](https://reader036.vdocument.in/reader036/viewer/2022071510/612ec2eb1ecc51586943046b/html5/thumbnails/31.jpg)
31
Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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32
Module 3: Vehicle Handling and Stability
Steady state cornering solutions and handling diagram (small
and large lateral accelerations)
For every solution, the speed, cornering radius and steer angle
are constant
From Pacejka: The steer angle versus lateral acceleration. (Handling Diagram).
Summer School_ 4 - 6 July 2012
Understeer Oversteer
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Module 3: Vehicle Handling and Stability
Stability of yaw motion for small deviations with respect to
steady-state motion (small and large lateral accelerations)
Is there a resisting yaw moment?
Understeered Oversteered
Stable Unstable
(Critical speed)
Summer School_ 4 - 6 July 2012
Front wheels locked Rear wheels locked
v v
Friction forces (in the tire-road contact) are counter-directed the sliding motion for locked wheels
Side forces on rolling rear wheels tend to return the vehicle to straight-ahead motion – stable!
Side forces on rolling front wheels tend to increase the perturbation – unstable motion!
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34
Module 3: Vehicle Handling and Stability
Stability of motion for large deviations with respect to
steady-state motion (small and large lateral accelerations)
Summer School_ 4 - 6 July 2012
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How to make a vehicle unstable for large deviations from steady state
cornering using the pendulum effect (a Scandinavian Flick).
Module 3: Vehicle Handling and Stability
Summer School_ 4 - 6 July 2012
Rear Forces Saturate
Large Yaw Rate
1 2 3 4 5 6
time
time
Straight Left Turn Right Turn Counter Steer ?
Steer
Angle
Lateral
Displace-
ment
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36
Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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37
Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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38
Module 5: Vehicle Path and Stability Control
Brake based Electronic Stability Control (ESC) applies a resisting
yaw moment by braking individual wheels to counteract the stability problem
Summer School_ 4 - 6 July 2012
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Mbrake = Fmax*t/2 Msteer =
2*Fmax*t
Fdeceleration = 0 Fdeceleration = 1.6Fmax
Module 5: Vehicle Path and Stability Control
Steering based stability control also applies a yaw moment
Summer School_ 4 - 6 July 2012
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How to make a vehicle unstable for large deviations from steady state
cornering using the pendulum effect (a Scandinavian Flick).
Module 5: Vehicle Path and Stability Control
Summer School_ 4 - 6 July 2012
Rear Forces Saturate, NOT
Large Yaw Rate
1 2 3 4 5 6
time
time
Straight Left Turn Right Turn Counter Steer ?
Steer
Angle
Lateral
Displace-
ment
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Integrated Braking and Steering for Heavy Vehicle Combinations (IBSTruck)
• Testing at MIRA Proving Ground (Dancing Elephants)
Active Steering
Module 5: Vehicle Path and Stability Control
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Module 5: Vehicle Path and Stability Control
• Stability control aims to prevent vehicle from being unstable; e.g. prevents
vehicle from spinning out and rolling over.
• If driver was inattentive, autonomous interventions may help to eliminate
other risks on the way like an imminent rear end collision or run off the
road.
• Path control is needed for autonomous interventions; when for example:
• performing a lane change during rear end collision avoidance.
• returning the vehicle back to the road when running off the road.
• When planning and controlling the path, stability shall also be achieved,
then path and stability are needed to be controlled together.
Summer School_ 4 - 6 July 2012
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0 10 20 30 40 50 60 70 80-2
-1
0
1
2
3
4Fifth order polynomial path planning overview
X [m]
Y [m
]
Action point
Accepted path
Longitudinal distance from path planning (for RECA)
Required longitudinal distance (for RECA)
Required longitudinal distance (for RORP)
Longitudinal distance from path planning (for RORP)Preview point
Rejected path
Module 5: Vehicle Path and Stability Control
• Generating a path; e.g. a
fifth order polynomial.
• Checking stability
criteria, e.g. maximum
lateral acceleration.
• If any of stability criteria
was not met, iteratively
regenerating a new path
until all stability criteria
are met.
25/07/2012 Reference group meeting Pre-Crash
Heavy vehicle
model
Path stability
feedback
controller
+Use caseCriteria
are met?
Yes
No
Path planning
Path stability
feedforward
controller
5
6
4
5
3
4
2
321)( XcXcXcXcXccXY
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44
Module 5: Vehicle Path and Stability Control
25/07/2012 Reference group meeting Pre-Crash
Heavy vehicle
model
Path stability
feedback
controller
+Use caseCriteria
are met?
Yes
No
Path planningPath planning
Path stability
feedforward
controller
• Feed-Forward control; steady state bicycle model is used to calculate
steering inputs:
where:
• Feedback control; linear PD control on yaw angle and its rate.
where:
g
aKl
y
useFF
)()( refdrefpFB KK
)(tan 1
dX
dYref
ref
21 Y
YV
dX
dVref
)1(2
f
re
C
C
lll
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45
Module 5: Vehicle Path and Stability Control/ Tutorial
Summer School_ 4 - 6 July 2012
g
aKl
y
useFF
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46
Intertwined lecture and tutorial overview
Summer School_ 4 - 6 July 2012
g
aK
R
l y
us
),()( uzftz maF
yxx vva
zzz IM
nx
ny
nnv
v
,
,arctan
BBEBCDF arctanarctansin
T
T
T QzdtzTzczcuzJ0
0 )()0(),(
dX
dY1tan
nmfynyny
nx
nyFFF
v,,,,
,
,
Vehicle
dynamics
theory
MATLAB/
Simulink
simulation
model
Vehicle
systems
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Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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48
Experimental Vehicle Dynamics
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49
Experimental Vehicle Dynamics
Chalmers Experimental Vehicle (red Saab)
• Dspace/XPC Target Rapid Control Prototyping Hardware and Software
• Extra electro hydraulic brake system
Summer School_ 4 - 6 July 2012
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50
Experimental Vehicle Dynamics
Summer School_ 4 - 6 July 2012
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51
Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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52
Agenda
• About Me
• Vehicle Dynamics Research at Chalmers
• Introduction
• Importance of Tires: Friction Circle
• Target Applications and Research Areas
• Lecture: Pre requisites/Aim/Learning Outcomes/Focus
• Intertwined Lecture & Tutorial
• Module 1: Vehicle Modeling for Planar Dynamics
• Module 2: Tire Modeling
• Module 3: Vehicle Handling and Stability
• Module 4: Heavy Vehicles
• Module 5: Vehicle Path and Stability Control
• Experimental Vehicle Dynamics
• Literature
• Wrap Up
Summer School_ 4 - 6 July 2012
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Thank you.
Mathias Lidberg
Morteza Hassanzadeh
Chalmers University of Technology