System and method of monitoring wheel end seal assembly wear
US-9221395-B2 · Dec 29, 2015 · US
US9874496B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9874496-B2 |
| Application number | US-201313795761-A |
| Country | US |
| Kind code | B2 |
| Filing date | Mar 12, 2013 |
| Priority date | Mar 12, 2013 |
| Publication date | Jan 23, 2018 |
| Grant date | Jan 23, 2018 |
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A system and method estimating a vehicle tire load includes a tire static load estimator estimating a static tire load using a tire attached TPMS sensor; a Kalman filter based tire deflection estimator estimating tire vertical deflection; a load variation estimator estimating the instantaneous load variation by using the tire vertical deflection information; and an output tire load estimator calculating an output load estimation mathematically by fusing the static tire load with the instantaneous load variation information. The tire deflection estimator includes a chassis accelerometer measuring a chassis vertical acceleration; and a hub accelerometer measuring a wheel hub vertical acceleration of the tire. A linear filter model receives as inputs the chassis vertical acceleration and the wheel hub vertical acceleration.
Opening claim text (preview).
What is claimed is: 1. A tire load estimation system for a vehicle comprising: at least one tire mounted to a wheel hub and supporting a vehicle chassis; at least one tire static load sensor mounted to the at least one tire for detecting a measured static tire load; a tire static load estimator for calculating an estimated tire static load on the at least one tire based on the measured static tire load; at least one vehicle chassis-mounted sensor for measuring a vehicle chassis vertical deflection; a tire deflection estimator for determining a tire vertical deflection estimate from the estimated tire static load and the vehicle chassis vertical deflection; a load variation estimator for determining a load variation estimate from the tire vertical deflection estimate; and a tire load estimator operative to determine a substantially instantaneous load on the at least one tire based on the estimated tire static load and the load variation estimate. 2. The tire load estimation system of claim 1 , wherein further comprising: a tire inflation pressure measuring sensor mounted to the at least one tire for measuring tire inflation pressure within a tire cavity of the at least one tire; a tire-specific stiffness database adjusted for tire inflation pressure for identifying a tire-specific stiffness for the at least one tire at the measured tire air pressure; a tire vertical stiffness estimator for estimating a tire vertical stiffness from the tire inflation pressure and the tire-specific stiffness for the at least one tire; and wherein the tire deflection estimator operably uses as an input the tire-specific vertical stiffness in estimating the tire vertical deflection. 3. The tire load estimation system of claim 2 , wherein the at least one tire static load sensor comprises at least one tire-mounted sensor for measuring a rolling tire footprint length. 4. The tire load estimation system of claim 1 , wherein the at least one vehicle chassis-mounted sensor for measuring a vehicle chassis vertical deflection comprises a chassis acceleration measuring sensor for measuring a chassis vertical acceleration; and a hub acceleration measuring sensor for measuring a vertical acceleration of the wheel hub of the at least one tire. 5. The tire load estimation system of claim 4 , wherein the tire deflection estimator comprises a linear filter model receiving as inputs the chassis vertical acceleration and the wheel hub vertical acceleration. 6. The tire load estimation system of claim 5 , wherein the linear filter model comprises a Kalman filter model. 7. The tire load estimation system of claim 5 , wherein further comprising: a tire inflation pressure measuring sensor mounted to the at least one tire for measuring a tire inflation pressure within a tire cavity of the at least one tire; a tire-specific stiffness database for identifying a tire-specific stiffness for the at least one tire at the measured tire inflation pressure; and a tire vertical stiffness estimator for estimating a tire vertical stiffness from the measured tire air pressure and the tire-specific stiffness for the at least one tire; and wherein the linear filter model operably uses as an input the tire vertical stiffness in estimating the tire vertical deflection estimate. 8. A tire load estimation system for a vehicle comprising: at least one tire mounted to a wheel hub and supporting a vehicle chassis; at least one load sensor mounted to the at least one tire for detecting a measured tire load on the at least one tire; a tire static load estimator operable to determine a static tire load from the measured tire load; at least one vehicle chassis-mounted sensor for measuring a vehicle chassis vertical deflection; a tire deflection estimator operable to estimate a tire deflection by fusing the static load estimation of the at least one tire with the vehicle chassis vertical deflection; a load variation estimator for estimating a substantially instantaneous load variation from the estimated tire deflection; a tire load estimator for calculating a substantially instantaneous tire load estimation operably fusing the static tire load with the instantaneous load variation. 9. The tire load estimation system of claim 8 , wherein the at least one static load sensor comprises at least one tire-attached sensor for measuring a length of a rolling tire footprint. 10. The tire load estimation system of claim 8 , wherein the at least one vehicle chassis-mounted sensor for measuring the vehicle chassis vertical deflection comprises a chassis vertical acceleration measuring sensor for measuring a chassis vertical acceleration; and a hub acceleration measuring sensor for measuring a vertical acceleration of the wheel hub of the at least one tire. 11. The tire load estimation system of claim 10 , wherein the tire deflection estimator comprises a linear filter model receiving as inputs the vehicle chassis vertical acceleration and the wheel hub vertical acceleration. 12. The tire load estimation system of claim 11 , wherein the linear filter model comprises a Kalman filter model. 13. A method of estimating a tire load for a vehicle comprising: supporting a vehicle chassis by at least one tire mounted to a wheel hub; detecting a measured static tire load by a tire static load sensor mounted to the at least one tire; calculating an estimated tire static load based on the measured static tire load; detecting a measured vehicle chassis vertical deflection from a sensor mounted to the vehicle chassis; estimating a tire vertical deflection from the vehicle chassis vertical deflection and the static tire load; calculating an estimated load variation from the tire vertical deflection estimation; and estimating a substantially instantaneous tire load on the at least one tire based on the estimated tire static load and the estimated load variation. 14. The method of claim 13 , wherein further comprising: measuring a tire inflation pressure within a tire cavity; identifying from a tire-specific stiffness database a tire-specific stiffness for the at least one tire using the measured tire inflation pressure. 15. The method of claim 14 , wherein further comprising measuring a rolling tire footprint length to determine the measured static tire load. 16. The method of claim 14 , wherein further comprising: measuring a vertical acceleration of the vehicle chassis; and measuring a vertical acceleration of the wheel hub to which the at least one tire; estimating the tire vertical deflection from the static load estimation, vertical acceleration of the vehicle chassis, and vertical acceleration of the wheel hub. 17. The method of claim 16 , wherein further comprising using a linear filter model to estimate the tire vertical deflection.
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Movement sensor, e.g. for sensing angular speed, acceleration or centripetal force · CPC title
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by monitoring vibrations in tyres or suspensions (B60C23/062 takes precedence) · CPC title
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