Tire load estimation system and method

Patent metadata

Field	Value
Publication number	US-11298991-B2
Application number	US-201916509619-A
Country	US
Kind code	B2
Filing date	Jul 12, 2019
Priority date	Nov 28, 2018
Publication date	Apr 12, 2022
Grant date	Apr 12, 2022

Abstract

A tire load estimation system includes at least one tire supporting a vehicle, in which the at least one tire includes a pair of sidewalls extending to a circumferential tread. A sensor is mounted to the at least one tire. A footprint is formed by the tread and includes a centerline with a footprint centerline length. The footprint centerline length is measured by the sensor. A tire load estimator receives a precalibrated sensitivity, the footprint centerline length during straight-line driving conditions, a reference footprint value, and a reference load value as inputs. The tire load estimator determines an estimation of tire load and outputs the estimation to at least one of a vehicle control system and a vehicle electronic control unit. A method for estimating the load of a tire is also provided.

First claim

What is claimed is:

1. A tire load estimation system comprising:
at least one tire supporting a vehicle, the at least one tire including a pair of sidewalls extending to a circumferential tread;
a sensor mounted to the at least one tire;
a footprint formed by the tread, the footprint including a centerline with a footprint centerline length, wherein the footprint centerline length is measured by the sensor;
an event detection module to select measurements of the footprint centerline length during straight-line driving conditions, the event detection module receiving as an input at least one of a steering wheel angle, a yaw rate, a gas pedal position and a brake pedal position;
a filtering module analyzing the event detection module input to determine if at least one of a cornering event, an acceleration event and a braking event is taking place, whereby when at least one of a cornering event, an acceleration event and a braking event is taking place, the filtering module excludes selection of measurements of the length of the footprint centerline; and
a tire load estimator, the tire load estimator receiving as inputs:
a pre-calibrated sensitivity;
the footprint centerline length during straight-line driving conditions from the event detection module;
a reference footprint value; and
a reference load value, wherein the tire load estimator determines an estimation of tire load and outputs the estimation to at least one of a vehicle control system and a vehicle electronic control unit.

2. The tire load estimation system of claim 1 , wherein the filtering module employs a heuristic computation using bivariate gaussian functions.

3. The tire load estimation system of claim 1 , wherein the footprint centerline length as measured by the sensor is corrected for a measured vehicle speed and a measured inflation pressure.

4. The tire load estimation system of claim 1 , wherein the reference load value for the tire load estimator includes a reference values from a lookup table.

5. The tire load estimation system of claim 1 , further comprising a vehicle mass estimator including a model-based observer to indirectly estimate a mass of the vehicle and determine a correction to the estimation of tire load.

6. The tire load estimation system of claim 1 , wherein the precalibrated sensitivity is determined with a sensitivity analysis, the sensitivity analysis including the determination of a sensitivity ratio for at least one variable that affects the footprint centerline length.

7. The tire load estimation system of claim 6 , wherein the sensitivity ratio is a percentage change of the footprint centerline length divided by the percentage change in the at least one variable.

8. The tire load estimation system of claim 6 , wherein the at least one variable includes at least one of inflation pressure, camber angle, rolling speed and tread depth.

9. A tire load estimation system comprising:
at least one tire supporting a vehicle, the at least one tire including a pair of sidewalls extending to a circumferential tread;
a sensor mounted to the at least one tire;
a footprint formed by the tread, the footprint including a centerline with a footprint centerline length, wherein the footprint centerline length is measured by the sensor;
a tire load estimator, the tire load estimator receiving as inputs:
a pre-calibrated sensitivity;
the footprint centerline length during straight-line driving conditions;
a reference footprint value; and
a reference load value;

a reference footprint generator to determine the reference footprint value for input into the tire load estimator, the reference footprint generator including:
an unladen state identifier to determine if the vehicle is unladen; and
at least one of a vehicle mileage input and a driving/route severity estimator input to determine an expected change in tire wear, whereby the reference footprint generator determines the reference footprint value when the vehicle is unladen and there is an expected change in tire wear; and

wherein the tire load estimator determines an estimation of tire load and outputs the estimation to at least one of a vehicle control system and a vehicle electronic control unit.

10. The tire load estimation system of claim 9 , wherein the reference footprint value determined by the reference footprint generator includes the measured footprint centerline length during straight-line driving conditions as corrected for a measured vehicle speed and a measured inflation pressure.

11. The tire load estimation system of claim 9 , wherein the unladen state identifier receives as an input at least one of an engagement of seat belts, a level of fluid in a fuel tank and whether a trailer is being hauled.

12. The tire load estimation system of claim 9 , wherein the driving/route severity estimator includes at least one of a vehicle lateral acceleration and a vehicle longitudinal acceleration.

13. A method for estimating the load of a tire, the method comprising the steps of:
mounting a sensor to at least one tire supporting a vehicle, wherein the at least one tire includes a pair of sidewalls extending to a circumferential tread, and the tread forms a footprint;
measuring with the sensor a centerline length of the footprint;
providing a tire load estimator;
determining a pre-calibrated sensitivity;
determining the footprint centerline length during straight-line driving conditions, wherein determining the footprint centerline length during straight-line driving conditions includes:
selecting measurements of the footprint centerline length during straight-line driving conditions with an event detection module;
inputting at least one of a steering wheel angle, a yaw rate, a gas pedal position and a brake pedal position into the event detection module;
analyzing the event detection module input with a filtering module to determine if at least one of a cornering event, an acceleration event and a braking event is taking place; and
excluding selection of measurements of the length of the footprint centerline with the filtering module when at least one of a cornering event, an acceleration event and a braking event is taking place;

determining a reference footprint value;
obtaining a reference load value;
estimating a tire load with the tire load estimator based on the precalibrated sensitivity, the footprint centerline length during straight-line driving conditions, the reference footprint value and the reference load value; and
outputting the estimated tire load to at least one of a vehicle control system and a vehicle electronic control unit.

14. The method for estimating the load of a tire claim 13 , wherein the step of determining the footprint centerline length during straight-line driving conditions includes correcting the footprint centerline length as measured by the sensor for a measured vehicle speed and a measured inflation pressure.

15. The method for estimating the load of a tire claim 13 , wherein the step of determining a precalibrated sensitivity includes determining the precalibrated sensitivity with a sensitivity analysis, the sensitivity analysis including the determination of a sensitivity ratio for at least one variable that affects the footprint centerline length, and the at least one variable includes at least one of inflation pressure, camber angle, rolling speed and tread depth.

16. A method for estimating the load of a tire, the method comprising the steps of:
mounting a sensor to at least one tire supporting a vehicle, wherein the at least one tire includes a pair of sidewalls extending to a circu

Assignees

• Goodyear Tire & Rubber

Inventors

• Singh Kanwar Bharat
• Parsons Anthony William
• Arat Mustafa Ali

Classifications

• B60C23/064 Primary

  comprising tyre mounted deformation sensors, e.g. to determine road contact area · CPC title

• B60W40/13 Primary

  Load or weight · CPC title

• G01G19/08

  for incorporation in vehicles · CPC title

• G01M1/326

  the body being a vehicle wheel · CPC title

• G01G19/027

  using electrical weight-sensitive devices · CPC title