Method and related system for estimating the International Roughness Index of a road segment

Patent metadata

Field	Value
Publication number	US-12434711-B2
Application number	US-202218288398-A
Country	US
Kind code	B2
Filing date	Apr 26, 2022
Priority date	Apr 26, 2021
Publication date	Oct 7, 2025
Grant date	Oct 7, 2025

Abstract

A system and a method for estimating the International Roughness Index (IRI) of a road or road segment includes determining the IRI as a function of physical quantities relating to the motion of a vehicle, for instance the vertical accelerations, and to the vehicle itself, for instance the damping and stiffness coefficients of the suspensions of the vehicle and the tires mounted on the vehicle.

First claim

The invention claimed is:

1. A method for estimating an International Roughness Index (IRI) of a road or road segment, the method comprising:
in a preliminary stage:
collecting values of vehicle tire damping and stiffness coefficients of one or more tires;
collecting:
first vehicle vertical acceleration values measured on one or more motor vehicles driven at one or more given constant speeds along one or more roads or road segments to which known IRI values or known first road profiles are associated;
first vehicle geo-referencing data associated with the measured first vertical acceleration values; and
first vehicle speed data indicative of the one or more given constant speeds associated with the measured first vertical acceleration values;

determining second road profiles based on the values of vehicle tire damping and stiffness coefficients, the first vehicle geo-referencing data, the first vehicle speed data, and the first vehicle vertical acceleration values;
determining second vehicle vertical acceleration values based on the second road profiles, second vehicle geo-referencing data of the second vertical acceleration values, second vehicle speed data indicative of the one or more given constant speeds associated with the measured first vertical acceleration values, and the values of vehicle tire damping and stiffness coefficients;
determining values of vehicle suspension damping and stiffness coefficients of one or more suspensions of one or more vehicles;
determining first and second root mean square values of the first and second vehicle vertical acceleration values, respectively;
determining, based on the known IRI values or the first road profiles on the second root mean square values of the second vehicle vertical acceleration values, on the second vehicle geo-referencing data and on second vehicle speed data, one or more vehicle transfer functions mathematically relating the second root mean square values of the second vehicle vertical acceleration values and the IRI values at the one or more given constant speeds; and

in an IRI estimation stage:
acquiring third vehicle vertical acceleration values measured on a given motor vehicle driven at a driving speed on a given road or road segment, third vehicle geo-referencing data associated with the third vehicle vertical acceleration values, and third vehicle speed data indicative of the given driving speed of the motor vehicle;
computing third root mean square values of the third vehicle vertical acceleration values; and
estimating an IRI value of the given road or road segment based on one or more vehicle transfer functions determined in the preliminary stage and on the third root mean square values of the third vehicle vertical acceleration values and the associated third vehicle geo-referencing data and the third vehicle speed data.

2. The method of claim 1 , wherein:
the first vehicle vertical acceleration values, the first vehicle geo-referencing data, and the first vehicle speed data are collected with respect to one or more motor vehicles of one and the same given vehicle type and/or of one and the same given vehicle model driven at one or more given constant speeds along one or more roads or road segments to which known IRI values or the first road profiles are associated; and
the second road profiles are specific to the given vehicle type and/or given vehicle model.

3. The method of claim 2 , wherein the IRI value is estimated by using a vehicle transfer function specific to vehicle type/model of the given motor vehicle determined in the preliminary stage.

4. The method of claim 1 , wherein:
the first vehicle vertical acceleration values, the first vehicle geo-referencing data, and the first vehicle speed data are collected with respect to each of one or more motor vehicles of different given vehicle types and/or of different given vehicle models; and
the second road profiles are specific to each one of the given vehicle types and/or given vehicle models.

5. The method of claim 4 , wherein the IRI value is estimated by using a vehicle transfer function specific to vehicle type/model of the given motor vehicle determined in the preliminary stage.

6. The method of claim 1 , wherein:
the step of determining the values of vehicle suspension damping and stiffness coefficients of the one or more suspensions of the one or more vehicles comprises:
determining, for test vehicle suspension damping and stiffness coefficients values of the suspensions of the vehicle inputted in the second road profiles, corresponding second vehicle vertical acceleration values;
verifying if the second acceleration profiles generated from the second vehicle vertical acceleration values fit with first acceleration profiles generated from the first vehicle vertical acceleration values; and
if the second acceleration profiles generated from the second vehicle vertical acceleration values fit with the first acceleration profiles generated from the first vehicle vertical acceleration values, determining that the test vehicle damping and stiffness coefficients values of the suspensions of the vehicle are the vehicle suspension damping and stiffness coefficients; or
if the second acceleration profiles generated from the second vehicle vertical acceleration values do not fit with the first acceleration profiles generated from the first vehicle vertical acceleration values, determining new values for the test vehicle suspension damping and stiffness coefficients values.

7. The method of claim 1 , wherein the step of determining the first and second root mean square values of the first and second vehicle vertical acceleration values, respectively comprises:
computing first root mean square values of the first vehicle vertical acceleration values based on the first road profiles and with respect to a motor vehicle driven on a known road at known different speeds;
determining second root mean square values of the second vehicle vertical acceleration values based on the second road profiles, the vehicle suspension damping and stiffness coefficients values and with respect to a motor vehicle driven on the same known road and at the same known different speeds; and
plotting the first root mean square values of the first vehicle vertical acceleration values with respect to the second root mean square values of the second vehicle vertical acceleration values, thereby verifying if the second road profiles has been fitted well enough to match the results of the first road profiles.

8. A system for estimating an International Roughness Index (IRI) of a road or road segment, the system comprising:
a respective first acquisition device installed on board and coupled to a respective vehicle bus for each of a first set of one or more first motor vehicles;
a respective second acquisition device installed on board and coupled to a respective vehicle bus for each of a second set of one or more second motor vehicles;
a cloud computing system remotely connected to the first and second acquisition devices and configured, in a preliminary stage, to:
collect values of vehicle tire damping and stiffness coefficients of one or more tires;
collect, via the one or more first acquisition devices:
first vehicle vertical acceleration values measured on one or more of the first set of motor vehicles driven at one or more given constant speeds along one or more roads or road segments to which known IRI values or known first road profiles are associated;
first vehicle geo-referencing data associated with the measured first vertical acceleration values; and
first vehicle speed data indicative of the one or more given constant speeds associated with the measured first vertical acceleration values;

determine second ro

Assignees

• Bridgestone Europe NV/SA [BE/BE]

Inventors

• Alleva Lorenzo
• Boldrini Alessandro
• Massimilla Manfredi
• Nicolosi Vittorio
• Nantuono Alberto

Classifications

• G06F17/17

  Function evaluation by approximation methods, e.g. inter- or extrapolation, smoothing, least mean square method ({G06F17/18 takes precedence } ; interpolation for numerical control G05B19/18) · CPC title

• B60W2510/225

  Damping · CPC title

• B60W2510/222

  Stiffness · CPC title

• B60W2554/4042

  Longitudinal speed · CPC title

• B60W2552/35

  Road bumpiness, e.g. potholes · CPC title