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:
Jun. 04, 2024

Filed:

Apr. 19, 2018
Applicant:

Siemens Mobility Gmbh, Munich, DE;

Inventors:

Maria Davidich, Munich, DE;

Dennis Klingebiel, Atlanta, GA (US);

Udhayaraj Sivalingam, Munich, DE;

Assignee:

Siemens Mobility GmbH, Munich, DE;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); B61L 15/00 (2006.01); B61L 27/57 (2022.01); G07C 5/00 (2006.01);
U.S. Cl.
CPC ...
B61L 15/0081 (2013.01); B61L 27/57 (2022.01); G06N 20/00 (2019.01); G07C 5/004 (2013.01);
Abstract

An accurate and reliable maintenance method for controlling a condition of a wear and tear element of a track-bound vehicle includes determining a second condition of the element, being a chronological subsequent condition to a first condition, by starting from the first condition of the element, by using a machine learning algorithm, representing a chronological behavior of the element. A first action performable on the element is determined by using the determined second condition of the element and at least one predefined conditional criterion for the element. A resulting third condition of the element is determined by using a conditional change of the element. The conditional change is a consequence of the first performable action. A second performable action performable on the element is determined one more time by using the resulting third condition of the element and at least one predefined conditional criterion for the element.


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