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Tyre parameter identification from road tests on a complete vehicle. Dario Lo Conte, PME-EM. Outline. Centro Ricerche Fiat Problem description Introduction to optimization TyreEstimator Conclusions and recommendations. CRF. Centro Ricerche Fiat Part of Fiat Group 850 FTE Scope. - PowerPoint PPT Presentation
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22-04-23
Challenge the future
DelftUniversity ofTechnology
Tyre parameter identification from road tests on a complete vehicleDario Lo Conte, PME-EM
2Tyre parameter identification from road tests on a complete
vehicle
3Tyre parameter identification from road tests on a complete
vehicle
Outline
• Centro Ricerche Fiat• Problem description• Introduction to optimization• TyreEstimator• Conclusions and recommendations
4Tyre parameter identification from road tests on a complete
vehicle
CRF
• Centro Ricerche Fiat• Part of Fiat Group• 850 FTE• Scope
5Tyre parameter identification from road tests on a complete
vehicle
Problem description
• Experimental test data differs from vehicle model data
6Tyre parameter identification from road tests on a complete
vehicle
Problem description
• Reasons• Different tyre testing conditions• Different measurement method
7Tyre parameter identification from road tests on a complete
vehicle
Problem description
• Vehicle model
• Tyre model
8Tyre parameter identification from road tests on a complete
vehicle
Problem description
Current approach• Validation suspension• Manual tuning of tyre parameters
• Drawbacks• Takes some days of work• Inconsistent
9Tyre parameter identification from road tests on a complete
vehicle
Problem description
“To improve the characterization of tyres from road tests an application needs to be developed that automates the identification of tyre model parameters.”
10Tyre parameter identification from road tests on a complete
vehicle
Optimization
• Making things better• Get the best out of a calculation• Generating more profit
Provides a systematic approach for problem solving
11Tyre parameter identification from road tests on a complete
vehicle
Optimization
• Euclides
• Calculate derivative
• Objective function• Design variables• Constraints
( ) 20 (8 )f x x x
'( ) 2 8 04
f x xx
x
8-x
x
8-x
12Tyre parameter identification from road tests on a complete
vehicle
Optimization
•Local/Global minima• Algorithms
13Tyre parameter identification from road tests on a complete
vehicle
TyreEstimator1
Vehicle and tyre theory
2 Models
3 Manoeuvre
5 TyreEstimator
4 Measurements
6 Parameters
7 Optimization
8Considerations
9 Results
10 Conclusions and recommendations
Part I
Part II
Part III
14Tyre parameter identification from road tests on a complete
vehicle
TyreEstimator
15Tyre parameter identification from road tests on a complete
vehicle
TyreEstimator
16Tyre parameter identification from road tests on a complete
vehicle
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17Tyre parameter identification from road tests on a complete
vehicle
Kleurenbibliotheek
R 0G 64B 64
R 161G 0B 88
R 173G 198B 16
R 102G 188B 170
R 0G 43B 96
R 0G 147B 171
R 123G 160B 201
R 119G 192B 215
18Tyre parameter identification from road tests on a complete
vehicle
Grafiekkop
1e Kwartaal2e Kwartaal3e Kwartaal4e Kwartaal
Grafiek subkop
19Tyre parameter identification from road tests on a complete
vehicle
GrafiekkopGrafiek subkop
0102030405060708090
100
2007 2007 2008 2008
EastWestNorthSouth
20Tyre parameter identification from road tests on a complete
vehicle
Grafiekkop
0
20
40
60
80
100
1st Qtr 2nd Qtr 3rd Qtr 4th Qtr
EastWestNorthSouth
Grafiek subkop
21Tyre parameter identification from road tests on a complete
vehicle