IP Library › Granted Patent US 12,295,728
Granted Patent B2
US 12,295,728 · App. 17/763,272 · Granted May 13, 2025

Method and system for analysing the use of an item of footwear

Inventor: Karim Oumnia (Nancy, FR)
Assignee: ZHOR TECH
A61B5/1121A61B5/0022A61B5/1112A61B5/1116A61B5/112A61B5/6807
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Quick Facts
Patent No.
US 12,295,728
App. No.
17/763,272
Granted
May 13, 2025
Kind
B2
Abstract

The invention relates to a system for analyzing ( 1 ) the use of footwear items ( 11 ) configured to determine an association index between use parameter values ( 101 ) and shoe parameter values ( 201 ), said system a calculation computing device ( 30 ) configured for: Obtaining or loading posture or mobility parameter values ( 301 ) calculated from raw data generated by at least one connected sole ( 10 ); Obtaining or loading geographic parameter values ( 401 ) corresponding to a location of the at least one connected sole ( 10 ); Obtaining or loading shoe parameter values ( 201 ) including values of structural parameters, geometric parameters and/or aesthetic parameters of the footwear item ( 11 ); Calculating one or more use parameter values ( 101 ); Determining an association index value between the use parameter value(s) ( 101 ) and the shoe parameter values ( 201 ).

Claims (36)

1. A system for analyzing the use of footwear items configured to determine an association index between use parameter values and shoe parameter values, comprising one or more calculation computing devices configured for:

obtaining posture or mobility parameter values calculated from raw data generated by at least one connected sole of a footwear item;

obtaining geographic parameter values, said geographic parameter values corresponding to a location of the at least one connected sole;

obtaining shoe parameter values, said shoe parameter values comprising values of structural parameters, geometric parameters and/or aesthetic parameters of the footwear item including the at least one connected sole;

calculating, for each connected sole, one or more use parameter values from the associated posture or mobility parameter values;

determining, for each connected sole, an association index value between the associated use parameter value(s) and the associated shoe parameter values;

calculating a global association index value from all the association index values previously determined for each connected sole; and

identifying a trend, for a predetermined geographical area, from the global association index value correlated with the geographical parameter values of the at least one connected sole.

2. The system according to claim 1 , wherein the one or more calculation computing devices is/are further configured to obtain plantar morphology parameter values of users of third-party connected soles, and wherein the association index values of these users are correlated with the plantar morphology parameter values.

3. The system according to claim 1 , wherein the shoe parameter values include reference use parameters and the one or more calculation computing devices is/are further configured to identify a conventional and/or unconventional use, said identification including a comparison of the reference use parameters to the use parameter value calculated from the posture or mobility parameter values for each connected sole.

4. The system according to claim 1 , wherein the geographic parameter values further include meteorological values.

5. The system according to claim 1 , wherein the posture or mobility parameter values, the geographical parameter values, the shoe parameter values, the use parameter values and the association index values are associated with a unique identifier of the at least one connected sole.

6. The system according to claim 1 , wherein the geographical parameter values are generated and transmitted to the one or more calculation computing devices, by the at least one connected sole.

7. The system according to claim 1 , wherein the one or more calculation computing devices is/are further configured to identify a plurality of connected soles, each being associated with another footwear item having respective shoe parameters substantially identical to the shoe parameter values previously obtained.

8. The system according to claim 1 , wherein the one or more calculation computing devices is/are further configured to identify a plurality of third-party connected soles, each being associated with another footwear item having respective posture or mobility parameters substantially identical to the posture or mobility parameter values previously obtained.

9. The system according to claim 1 , wherein the one or more calculation computing devices is/are further configured to generate design parameters of the footwear item on the basis of the determined association index values between the use parameter values and the shoe parameter values.

10. The system according to claim 1 , wherein the one or more calculation computing devices is/are further configured to generate production parameters relating to the manufacture of said footwear item on the basis of the determined association index values between the use parameter values and the shoe parameter values.

11. The system according to claim 1 , wherein the one or more calculation computing device is/are further configured to generate values of logistics parameters relating to the manufacture and distribution of the footwear item on the basis of the geographical parameter values, the determined association index values between the use parameter values and the shoe parameter values.

12. The system according to claim 1 , wherein the one or more calculation computing devices is/are further configured to receive wear parameter values of the footwear item associated with the connected sole and to generate production parameters relating to the manufacture of the footwear item on the basis of the determined association index values, shoe parameter values and wear parameter values.

13. A method for analyzing the use of footwear items to determine an association index between use parameters and shoe parameters, said method being implemented by a calculation computing device and comprising:

obtaining posture or mobility parameter values calculated from raw data generated by at least one connected sole of a footwear item;

obtaining geographic parameter values, said geographic parameter values corresponding to a location of the at least one connected sole;

obtaining shoe parameter values, said shoe parameter values including values of structural parameters, geometric parameters and/or aesthetic parameters of the footwear item including the at least one connected sole;

calculating, for each connected sole, one or more use parameter values from the posture or mobility parameter values;

determining, for each connected sole, an association index value between the use parameter values and the shoe parameter values;

calculating a global association index value from all the association index values previously determined for each connected sole; and

identifying a trend, for a predetermined geographical area, from the global association index value correlated with the geographical parameter values of the at least one connected sole.

14. The method according to claim 13 , wherein the shoe parameter values include reference use parameters, said method further comprising identifying a conventional and/or unconventional use, said identification including a comparison of the reference use parameters to the use parameter value calculated from the posture or mobility parameter values for each connected sole.

15. The method according to claim 13 , wherein the posture or mobility parameter values have been calculated by one or more processors integrated into the at least one connected sole.

16. A system for analyzing the use of footwear items configured to determine an association index between use parameter values and shoe parameter values, comprising one or more calculation computing devices configured for:

obtaining posture or mobility parameter values calculated from raw data generated by at least one connected sole of a footwear item;

obtaining geographic parameter values, said geographic parameter values corresponding to a location of the at least one connected sole;

obtaining shoe parameter values, said shoe parameter values comprising values of structural parameters, geometric parameters and/or aesthetic parameters of the footwear item including the at least one connected sole;

calculating, for each connected sole, one or more use parameter values from the associated posture or mobility parameter values;

determining, for each connected sole, an association index value between the associated use parameter value(s) and the associated shoe parameter values; and

obtaining plantar morphology parameter values of users of third-party connected soles, and wherein the association index values of these users are correlated with the plantar morphology parameter values.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 3, 2025
From: OUMNIA, KARIM
To: ZHOR TECH
Reel/Frame 070084/0415 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jun 2, 2023
From: ZHOR TECH
To: BAL INC
Reel/Frame 063840/0727 →
Priority Claims (2)
EP 19306193.4 · Sep 24, 2019 · regional
EP 20169503.8 · Apr 14, 2020 · regional
Continuity (1)
Related Publication 20220338735A1 · Oct 27, 2022
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