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:
Aug. 06, 2024

Filed:

Feb. 12, 2021
Applicant:

Stmicroelectronics S.r.l., Agrate Brianza, IT;

Inventors:

Enrico Rosario Alessi, Catania, IT;

Fabio Passaniti, Syracuse, IT;

Assignee:

STMicroelectronics S.r.l., Agrate Brianza, IT;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
B81B 7/00 (2006.01); B81B 7/02 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
B81B 7/007 (2013.01); B81B 7/02 (2013.01); G06N 3/08 (2013.01); B81B 2201/0235 (2013.01); B81B 2201/0242 (2013.01); B81B 2201/0257 (2013.01); B81B 2201/0264 (2013.01); B81B 2201/0278 (2013.01); B81B 2201/0292 (2013.01);
Abstract

An analysis method of a device through a MEMS sensor is provided in which the MEMS sensor includes a control unit and a sensing assembly coupled to the device. The analysis method includes acquiring, through the sensing assembly, first data indicative of an operative state of the device. Testing is performed for the presence of a first abnormal operating condition of the device. If the first abnormal operating condition of the device is confirmed, a self-test of the sensing assembly is performed to generate a quantity indicative of an operative state of the sensing assembly. The self-test includes acquiring, through the sensing assembly, second data indicative of the operative state of the sensing assembly, generating a signature according to the second data, and processing the signature through deep learning techniques to generate said quantity.


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