The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 04, 2022

Filed:

Jun. 11, 2019
Applicant:

Bridgestone Europe Nv/sa [be/be], Zaventem, BE;

Inventors:

Vincenzo Ciaravola, Rome, IT;

Alessandro Boldrini, Rome, IT;

Lorenzo Alleva, Rome, IT;

Alfredo Corollaro, Rome, IT;

Marco Andrea Maggi, Rome, IT;

Marco Pascucci, Rome, IT;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
B60C 11/24 (2006.01); G01M 17/02 (2006.01); B60C 23/04 (2006.01); G01S 19/24 (2010.01);
U.S. Cl.
CPC ...
B60C 11/246 (2013.01); G01M 17/02 (2013.01); B60C 23/0408 (2013.01); G01S 19/24 (2013.01);
Abstract

The invention concerns a tread wear monitoring method comprising a tread wear model calibration step () and a tread wear monitoring step (), wherein the tread wear model calibration step () includes determining () a calibrated tread wear model based on tread-wear-related quantities and first frictional-energy-related quantities. The tread wear monitoring step () includes: acquiring (), from a vehicle bus () of a motor vehicle () equipped with two or more wheels fitted, each, with a tire, driving-related quantities related to driving of the motor vehicle (); computing () second frictional-energy-related quantities related to frictional energy experienced, during driving, by a given tire of the motor vehicle () by providing a predefined vehicle dynamics model that mathematically relates the acquired driving-related quantities to the second frictional-energy-related quantities, and computing the second frictional-energy-related quantities by inputting the acquired driving-related quantities into the predefined vehicle dynamics model; and performing a tread wear estimation () and a remaining tread material prediction () based on the second frictional-energy-related quantities computed and the calibrated tread wear model. The tread wear model calibration step () further includes: performing () tread wear tests on one or more tires; and measuring () tread-wear-related quantities indicative of tread depth reductions resulting from the performed tread wear tests, and first frictional-energy-related quantities related to frictional energy which the tested tire(s) is/are subject to during the performed tread wear tests. Determining () a calibrated tread wear model includes: providing a predefined reference tread wear model that mathematically relates frictional energy experienced by a tire along a driving route to tread wear caused by said frictional energy through given parameters; computing calibration values of the given parameters by inputting the measured tread-wear-related and first frictional-energy-related quantities into the predefined reference tread wear model; and determining the calibrated tread wear model by applying the computed calibration values in the predefined reference tread wear model.


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