IP Library Granted Patent US 11,453,400
Granted Patent B2
US 11,453,400 · App. 16/851,642 · Granted Sep 27, 2022

Method for estimating an index representative of the frictional behavior of a vehicle on a road

Inventors: Simon Piriou (Toulouse, FR); Andrea Laruelo (Toulouse, FR); Anais Goursolle (Toulouse, FR)
B60W40/068B60W40/107B60W2520/26B60W2720/106B60W2720/30
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Quick Facts
Patent No.
US 11,453,400
App. No.
16/851,642
Granted
Sep 27, 2022
Kind
B2
Abstract

A method for estimating a value representing the frictional behavior of a vehicle being driven on a road segment, including receiving operating parameters of a vehicle including at least, a driving wheel angular velocity, an angular velocity of a free wheel of the vehicle, and vehicle a dynamic characteristic; computing a first ratio between the driving wheel angular velocity and the angular velocity of a free wheel of the vehicle, which are acquired when the vehicle is moving substantially in a straight line at a velocity greater than or equal to a first preset threshold; determining, from the received operating parameters, a second ratio between the driving wheel radius and the free wheel radius; determining a slip rate from a product of the first and second determined ratios; and obtaining a value representing the vehicle's frictional behavior by normalizing the determined slip rate using at least the vehicle's dynamic characteristic.

Claims (31)

1. A method for estimating a value representative of a frictional behavior of a vehicle being driven on a road segment, the method comprising:

receiving, by a processor, operating parameters of a vehicle comprising at least, a value representative of an angular velocity of a driving wheel, a value representative of an angular velocity of a free wheel of the vehicle, and a dynamic characteristic of the vehicle;

computing, by the processor, a first ratio between the value representative of the angular velocity of the driving wheel and the value representative of the angular velocity of the free wheel of the vehicle, which are acquired in a first time window during which the vehicle is moving substantially in a straight line at a first velocity in which micro-slips of a driving wheel on a roadway are liable to occur;

computing, by the processor, a second ratio between the value representative of the angular velocity of the driving wheel and the value representative of the angular velocity of the free wheel of the vehicle, which are acquired in a second time window during which the vehicle is moving in a substantially straight line at a second velocity of the vehicle in which micro-slips of the driving wheel on the roadway are liable to not occur;

determining, by the processor, a third ratio between the radius of the driving wheel and the radius of the free wheel based on the first ratio and the second ratio;

determining, by the processor, a slip rate from a product of the third ratio and a fourth ratio between the value representative of the angular velocity of the driving wheel and the value representative of the angular velocity of the free wheel;

estimating, by the processor, the value representative of the frictional behavior of the vahicle by normlizing the determined slip rate using at least the dynamic characteristic of the vehicle; and

automatically controlling, by the processor, an operation of the vahicle based on the estimated value representative of the frictional behavior of the vehicle.

2. The method as claimed in claim 1 , wherein the first preset threshold is a velocity of the vehicle beyond which micro-slips of the driving wheel on the roadway are liable to occur.

3. The method as claimed in claim 2 , wherein the dynamic characteristic with which the slip rate is normalized comprises a value representative of a longitudinal acceleration and of the velocity of the vehicle.

4. The method as claimed in claim 2 , wherein the dynamic characteristic with which the slip rate is normalized comprises a torque value at the driving wheel.

5. The method as claimed in claim 1 , wherein the dynamic characteristic with which the slip rate is normalized comprises a value representative of a longitudinal acceleration and of the velocity of the vehicle.

6. The method as claimed in claim 1 , wherein the dynamic characteristic with which the slip rate is normalized comprises a torque value at the driving wheel.

7. The method as claimed in claim 1 , wherein the ratio between the radius of the driving wheel and the radius of the free wheel is obtained by computing a the ratio between a value representative of the angular velocity of the driving wheel and a value representative of the angular velocity of the free wheel of the vehicle, which are acquired in a second time window when during which the vehicle is moving in a straight line at a constant velocity lower than a second preset threshold.

8. The method as claimed in claim 7 , wherein the second preset threshold is a threshold velocity of the vehicle below which micro-slips between of the driving wheel on the roadway are liable to not occur.

9. The method as claimed in claim 1 , wherein the ratio between the radius of the driving wheel and the radius of the free wheel is obtained by:

computing the first ratio between a value representative of the angular velocity of the driving wheel and a value representative of the angular velocity of the free wheel of the vehicle, which are acquired when the vehicle is being driven at a first velocity,

computing the second ratio between a value representative of the angular velocity of the driving wheel and a value representative of the angular velocity of the free wheel of the vehicle, which are acquired when the vehicle is being driven at a second velocity, and

obtaining the ratio between the driving-wheel radius and the free-wheel radius by determining an ordinate at an origin of a straight line obtained by linear regression from the first and at least one second computed ratios.

10. The method as claimed in claim 1 , wherein the values representative of the angular velocity of the free wheel and the drive wheel are signals relative to a position of an encoder wheel of an ABS sensor.

11. A device for estimating a value representative of a frictional behavior of a vehicle being driven on a road segment, the device comprising:

a memory; and

a processor that is configured by instructions that are stored in the memory and that are configured to implement:

receiving operating parameters of a vehicle comprising at least, a value representative of an angular velocity of a driving wheel, a value representative of an angular velocity of a free wheel of the vehicle, and a dynamic characteristic of the vehicle,

computing a first ratio between the value representative of the angular velocity of the driving wheel and the value representative of the angular velocity of the free wheel of the vehicle, which are acquired in a first time window during which the vehicle is moving in a straight line at a first velocity in which micro-slips of a driving wheel on the roadway are liable to occur,

computing a second ratio between the value representative of the angular velocity of the driving wheel and the value representative of the angular velocity of the free wheel of the vehicle, which are acquired in a second time window during which the vehicle is moving in a substantially straight line at a second velocity of the vehicle in which micro-slips of the driving wheel on the roadway are liable to not occur,

determining a third ratio between the radius of the driving wheel and the radius of the free wheel based on the first ratio and the second ratio,

determining a slip rate from a product of the third ratio and a fourth ratio between the value representative of the angular velocity of the driving wheel and the value representative of the angular velocity of the free wheel,

estimating the value representative of the frictional behavior of the vehicle by normalizing the determined slip rate using at least the dynamic characteristic of the vehicle, and

automatically controlling an operation of the vehicle based on the estimated value representative of the frictional behavior of the vehicle.

12. A server comprising a device as claimed in claim 11 .

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Mar 7, 2025
From: CONTINENTAL AUTOMOTIVE GMBH
To: CONTINENTAL AUTOMOTIVE TECHNOLOGIES GMBH
Reel/Frame 070441/0899 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 12, 2020
From: PIRIOU, SIMON; LARUELO, ANDREA; GOURSOLLE, ANAÏS
To: CONTINENTAL AUTOMOTIVE GMBH
Reel/Frame 053469/0829 →