measurement and modeling of tire forces on a low

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1 1 Measurement and Modeling Measurement and Modeling of Tire Forces on a Low of Tire Forces on a Low Coefficient Surface Coefficient Surface April 4, 2006 April 4, 2006 by: by: Dr. Paul A. Grygier Dr. Paul A. Grygier Authors: Authors: M. Kamel Salaani, Gary J. Heydinger, & Paul A. Grygier M. Kamel Salaani, Gary J. Heydinger, & Paul A. Grygier SAE Paper: 2006 SAE Paper: 2006 - - 01 01 - - 0559 0559

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Page 1: Measurement and Modeling of Tire Forces on a Low

11

Measurement and Modeling Measurement and Modeling of Tire Forces on a Low of Tire Forces on a Low

Coefficient SurfaceCoefficient Surface

April 4, 2006April 4, 2006by:by:

Dr. Paul A. GrygierDr. Paul A. GrygierAuthors:Authors: M. Kamel Salaani, Gary J. Heydinger, & Paul A. GrygierM. Kamel Salaani, Gary J. Heydinger, & Paul A. Grygier

SAE Paper: 2006SAE Paper: 2006--0101--05590559

Page 2: Measurement and Modeling of Tire Forces on a Low

22

OverviewOverviewIntroductionIntroductionObjectivesObjectivesTire ModelTire ModelTire PropertiesTire PropertiesResultsResultsConclusionsConclusions

Page 3: Measurement and Modeling of Tire Forces on a Low

33

National Advanced Driving National Advanced Driving Simulator (NADS)Simulator (NADS)

Dome with Vehicle and Image Projectors

Yaw Ring (1 DOF)

Hexapod (6 DOF)

20 meter ‘X’ Travel (1 DOF)

20 meter ‘Y’ Travel (1 DOF)

20 m x 20 m X20 m x 20 m X--Y Y platformplatform330330--degree yaw ringdegree yaw ringHexapod mounted on 6 Hexapod mounted on 6 actuatorsactuators360360--degree field of viewdegree field of viewFour fullFour full--size vehicle size vehicle cabscabsFour actuators at cab Four actuators at cab ““suspensionssuspensions””Driver feels feedback on Driver feels feedback on all controlsall controls

Page 4: Measurement and Modeling of Tire Forces on a Low

44

Testing Objectives:Testing Objectives:

0

0.2

0.4

0.6

0.8

1

1.2

20 40 60 80Speed (mph)

Nor

mal

ized

Lon

gitu

dina

l Pea

k Fo

rce

0.05" Water8/32" Tread0.05" Water6/32" Tread0.05" Water4/32" Tread0.10" Water8/32" Tread0.10" Water6/32" Tread0.10" Water4/32" Tread

From SAE Paper 2002-01-0553

To develop a tire model for a slippery To develop a tire model for a slippery road to test ESC and other advanced road to test ESC and other advanced vehicle technology studiesvehicle technology studies

Peak Coefficient of friction <0.6 to Peak Coefficient of friction <0.6 to ensure ESC activationensure ESC activation

Speed dependent model Speed dependent model –– all other tire all other tire properties are fixedproperties are fixed

Testing on laboratory surface (3M Testing on laboratory surface (3M surface); variations in roadway micro surface); variations in roadway micro and macro textures not accounted forand macro textures not accounted for

Selected 4/32Selected 4/32”” tread depth and 0.05tread depth and 0.05””of water depth, to get a peak about of water depth, to get a peak about 0.6 at 50 mph0.6 at 50 mph

Page 5: Measurement and Modeling of Tire Forces on a Low

55

Testing Facility and Tires:Testing Facility and Tires:TIRF at CALSPAN (General Dynamics )TIRF at CALSPAN (General Dynamics )

Surface Used: 3M 80Surface Used: 3M 80--gritgrit--polycat sandpaperpolycat sandpaper

Goodyear Eagle RSA Goodyear Eagle RSA P225/60R16P225/60R16

All Tires ShavedAll Tires Shavedto 4/32to 4/32”” Tread DepthTread Depth

All Tire Pressures at 34 psiAll Tire Pressures at 34 psi

Page 6: Measurement and Modeling of Tire Forces on a Low

66

Testing MatrixTesting MatrixDiscrete Cambering At Zero Slip AngleDiscrete Cambering At Zero Slip Angle–– Normal loads: 40, 80, 120, 160 and 200% of reference load.Normal loads: 40, 80, 120, 160 and 200% of reference load.–– Wet test speeds: 30, 45, 60 and 75 mph (4 tests) & Dry test speWet test speeds: 30, 45, 60 and 75 mph (4 tests) & Dry test speed: 30 mph (1 test)ed: 30 mph (1 test)–– Inclination angles: Inclination angles: --10, 10, --8, 8, --6, 6, --4, 4, --2, 0, 2, 4, 6, 8 and 102, 0, 2, 4, 6, 8 and 10°°

QuasiQuasi--Static Steering / CorneringStatic Steering / Cornering–– Inclination angle: 0Inclination angle: 0°°–– Slip angle sweep: 0 to Slip angle sweep: 0 to --20 to +20 to 020 to +20 to 0°° at a rate of 3 deg/secat a rate of 3 deg/sec–– Normal loads: 40, 80, 120, 160 and 200% of reference load.Normal loads: 40, 80, 120, 160 and 200% of reference load.–– Wet test speeds: 30, 45, 60 and 75 mph (4 tests)Wet test speeds: 30, 45, 60 and 75 mph (4 tests)

QuasiQuasi--Static Braking / DrivingStatic Braking / Driving–– Inclination angle: 0Inclination angle: 0°°–– Slip ratio sweep: 0 to Slip ratio sweep: 0 to --50% to +50% to 0 || Ramp time (0 to 50%) of 1.5 sec50% to +50% to 0 || Ramp time (0 to 50%) of 1.5 sec–– Normal loads: 40, 80, 120, 160 and 200% of reference load.Normal loads: 40, 80, 120, 160 and 200% of reference load.–– Wet test speeds: 30, 45, 60 and 75 mph (4 tests) & Dry test speWet test speeds: 30, 45, 60 and 75 mph (4 tests) & Dry test speed: 30 mph (1 test)ed: 30 mph (1 test)

QuasiQuasi--Static Combined Steering / Braking / DrivingStatic Combined Steering / Braking / Driving–– Inclination angle: 0Inclination angle: 0°°–– Normal loads: 100% of reference load.Normal loads: 100% of reference load.–– Steady state slip angles: Steady state slip angles: --6, 6, --4, 4, --2, 0, 2, 4, and 62, 0, 2, 4, and 6°°–– Slip ratio sweep:Slip ratio sweep: 0 to 0 to --50% to +50% to 050% to +50% to 0

Ramp time (0 to 50%) of 1.5 secRamp time (0 to 50%) of 1.5 sec–– Wet test speeds: 30, 45, 60 and 75 mph (4 tests) & Dry test speWet test speeds: 30, 45, 60 and 75 mph (4 tests) & Dry test speed: 30 mph (1 test)ed: 30 mph (1 test)

Page 7: Measurement and Modeling of Tire Forces on a Low

77

• At low speed• Water affects boundary conditions, lowering friction• Difference between dry and wet surface not high

• At higher speed• Viscosity induces retardation of water displacement making a wedge of water •Difference between dry and wet forces is higher

• At a particular speed, the film covers all the contact surface: Hydroplaning fluids do not sustain shear forces comparable to direct tire contact

Tire Wet Contact PhenomenaTire Wet Contact Phenomena

Testing Goal

Page 8: Measurement and Modeling of Tire Forces on a Low

88

Tire ModelTire ModelSemiSemi--empirical based on the brush modelempirical based on the brush model

Friction peak values are fitted to polynomials in function of loFriction peak values are fitted to polynomials in function of loadsads

Lateral and longitudinal frictions are differentLateral and longitudinal frictions are different

Stiffnesses are polynomial functions of vertical loadsStiffnesses are polynomial functions of vertical loads

Good predictions for combined slips (lateral and longitudinal)Good predictions for combined slips (lateral and longitudinal)

All parameters are physical parametersAll parameters are physical parameters

Linear interpolation between measured data at different speeds iLinear interpolation between measured data at different speeds is s used to model speed dependencyused to model speed dependency

Page 9: Measurement and Modeling of Tire Forces on a Low

99

Tire Fundamental Physical Tire Fundamental Physical PropertiesProperties

Page 10: Measurement and Modeling of Tire Forces on a Low

1010

Lateral Peak Coefficient of Lateral Peak Coefficient of FrictionFriction

0 500 1000 1500 2000 25000

0.5

1

1.5

Pea

k (F

y/Fz

)

Fz (lbs)

30 mph Dry

30 mph Wet

45 mph Wet

60 mph Wet

75 mph Wet

Speed Increases

Page 11: Measurement and Modeling of Tire Forces on a Low

1111

Longitudinal Peak Coefficient of Longitudinal Peak Coefficient of FrictionFriction

0 500 1000 1500 2000 2500 30000

0.5

1

1.5

Pea

k ab

s(Fx

/Fz)

Fz (lbs)

30 mph Dry

30 mph W et

60 mph W et

75 mph W et

Speed Increases

Page 12: Measurement and Modeling of Tire Forces on a Low

1212

Effective Lateral StiffnessEffective Lateral Stiffness

0 500 1000 1500 2000 25000

50

100

150

200

250

300

350

400

Fz (lbs)

Cor

nerin

g S

tiffn

ess

(lbs/

deg)

30 mph Dry

30 mph Wet

45 mph Wet

60 mph Wet75 mph Wet

30 mph Dry30 mph Wet45 mph Wet60 mph Wet75 mph Wet

Page 13: Measurement and Modeling of Tire Forces on a Low

1313

Inclination Angle StiffnessInclination Angle Stiffness

400 600 800 1000 1200 1400 1600 1800 2000 2200 2400-10

-5

0

5

10

15

20

25

30

35

Fz (lbs)

(lbs/

deg)

30 mph Dry30 mph Wet45 mph Wet60 mph Wet75 mph Wet

Speed Increases

Page 14: Measurement and Modeling of Tire Forces on a Low

1414

Overturning Moment InclinationOverturning Moment InclinationAngle StiffnessAngle Stiffness

400 600 800 1000 1200 1400 1600 1800 2000 2200 24000

0.001

0.002

0.003

0.004

0.005

0.006

0.007

0.008

0.009

0.01

Fz (lbs)

KLT

G (f

t/lbs

)

30 mph Dry30 mph W et45 mph W et60 mph W et75 mph W et

Mx=-KLTG*Fy*Fz

Page 15: Measurement and Modeling of Tire Forces on a Low

1515

Overturning Moment Overturning Moment StiffnessStiffness

300 400 500 600 700 800 900 1000 1100 1200

0

1

2

3x 10-4

KLT

(lin

ear)

(ft/lb

)

Fz (lbs)

30 mph Dry30 mph Wet45 mph Wet60 mph Wet75 mph Wet

400 600 800 1000 1200 1400 1600 1800 2000 2200

-4

-2

0

x 10-4

KLT

(hig

h FY

) (ft/

lb)

Fz (lbs)

Mx=(KLT0+KLT1*Fz+KLT2*Fz2)*Fy

Page 16: Measurement and Modeling of Tire Forces on a Low

1616

Results (Fy)Results (Fy)

-25 -20 -15 -10 -5 0 5 10 15 20 25-2500

-2000

-1500

-1000

-500

0

500

1000

1500

2000

2500

Fz = 457.9 lbs

Fz = 919.8 lbs

Fz = 1380 lbs

Fz = 1842 lbs

Fz = 2306 lbs

Slip Angle (deg)

Late

ral F

orce

(lbs

)

30 MPH DRY

-25 -20 -15 -10 -5 0 5 10 15 20 25-2500

-2000

-1500

-1000

-500

0

500

1000

1500

2000

2500

Fz = 456.1 lbs

Fz = 919.3 lbs

Fz = 1380 lbs

Fz = 1844 lbs

Fz = 2304 lbs

Slip Angle (deg)

Late

ral F

orce

(lbs

)

30 MPH WET

-25 -20 -15 -10 -5 0 5 10 15 20 25-800

-600

-400

-200

0

200

400

600

Fz = 454.4 lbs

Fz = 917.3 lbs

Fz = 1376 lbs

Fz = 1838 lbs

Slip Angle (deg)

Late

ral F

orce

(lbs

)

60 MPH WET

-25 -20 -15 -10 -5 0 5 10 15 20 25-1000

-800

-600

-400

-200

0

200

400

600

800

1000

Fz = 454.4 lbs

Fz = 917.3 lbs

Fz = 1376 lbs

Fz = 1838 lbs

Fz = 2303 lbs

Slip Angle (deg)

Late

ral F

orce

(lbs

)

75 MPH WET

Page 17: Measurement and Modeling of Tire Forces on a Low

1717

CombinedCombined

-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip RatioFx

(lbs

)

Lateral Slip Angle = +- 2 degrees @ 30 mph Wet

Fz = 1147 lbs

TestModel

-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip Ratio

Fy (l

bs)

-1000 -500 0 500 1000

-1000

0

1000

Fx (lbs)

Fy (l

bs)

-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip Ratio

Fx (l

bs)

Lateral Slip Angle = +- 2 degrees @ 30 mph Dry

Fz = 1147 lbs

TestModel

-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip Ratio

Fy (l

bs)

-1000 -500 0 500 1000

-1000

0

1000

Fx (lbs)

Fy (l

bs)

Page 18: Measurement and Modeling of Tire Forces on a Low

1818

CombinedCombined-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip Ratio

Fx (l

bs)

Lateral Slip Angle = +- 4 degrees @ 30 mph Dry

Fz = 1147 lbs

TestModel

-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip Ratio

Fy (l

bs)

-1000 -500 0 500 1000

-1000

0

1000

Fx (lbs)

Fy (l

bs)

-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip Ratio

Fx (l

bs)

Lateral Slip Angle = +- 4 degrees @ 30 mph Wet

Fz = 1147 lbs

TestModel

-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip Ratio

Fy (l

bs)

-1000 -500 0 500 1000

-1000

0

1000

Fx (lbs)

Fy (l

bs)

Page 19: Measurement and Modeling of Tire Forces on a Low

1919

CombinedCombined-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip Ratio

Fx (l

bs)

Lateral Slip Angle = +- 6 degrees @ 30 mph Dry

Fz = 1155 lbs

TestModel

-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip Ratio

Fy (l

bs)

-1000 -500 0 500 1000

-1000

0

1000

Fx (lbs)

Fy (l

bs)

-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip RatioFx

(lbs

)

Lateral Slip Angle = +- 6 degrees @ 30 mph Wet

Fz = 1147 lbs

TestModel

-0.5 -0.4 -0.3 -0.2 -0.1 0 0.1 0.2 0.3 0.4 0.5

-1000

0

1000

Slip Ratio

Fy (l

bs)

-1000 -500 0 500 1000

-1000

0

1000

Fx (lbs)

Fy (l

bs)

Page 20: Measurement and Modeling of Tire Forces on a Low

2020

Important Differences withImportant Differences withOnOn--thethe--Road Tires/SurfacesRoad Tires/Surfaces

Tires were shaved, aging effects is ignored (tire properties chaTires were shaved, aging effects is ignored (tire properties change nge with age and environment)with age and environment)

NHTSA studies indicated the average tread depth for inNHTSA studies indicated the average tread depth for in--service tires service tires is about 7/32is about 7/32””, yet we used 4/32, yet we used 4/32”” to meet peak coefficient of to meet peak coefficient of friction target valuefriction target value

Variations of tread depth, water depth, tire pressure, tire Variations of tread depth, water depth, tire pressure, tire construction, surface texture, and tread patterns are not addresconstruction, surface texture, and tread patterns are not addressedsed

Speed is the only variable affecting the modelSpeed is the only variable affecting the model

The results from the model is physically sound The results from the model is physically sound –– compares well with compares well with experimental results and can be used to validate ESC systemsexperimental results and can be used to validate ESC systems

Page 21: Measurement and Modeling of Tire Forces on a Low

2121

ConclusionsConclusions

Longitudinal and lateral force and Longitudinal and lateral force and moment data were collectedmoment data were collected

Test conditions were created such Test conditions were created such that a high coefficient of friction was that a high coefficient of friction was generated at low speeds and a lower generated at low speeds and a lower coefficient was generated at high coefficient was generated at high speedsspeeds

Page 22: Measurement and Modeling of Tire Forces on a Low

2222

Conclusions (cont.)Conclusions (cont.)

Tire parameters were calculated from Tire parameters were calculated from the test datathe test data

Parameters were verified by Parameters were verified by comparing calculated forces to comparing calculated forces to measured forcesmeasured forces

Page 23: Measurement and Modeling of Tire Forces on a Low

2323

Questions ?Questions ?

Contact: Contact: [email protected]@[email protected]@nhtsa.dot.gov.dot.gov