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.
Patent No.:
Date of Patent:
Feb. 17, 2026
Filed:
Jul. 28, 2022
Siemens Aktiengesellschaft, Munich, DE;
Michael Lebacher, Töging am Inn, DE;
Johanna Bronner, Munich, DE;
SIEMENS AKTIENGESELLSCHAFT, Munich, DE;
Abstract
A computer-implemented method is provided for automatically determining a root-cause indicator of a technical system concerning an output of a machine learning model trained to analyze the technical system based on sensor data of different sensors measuring parameters of the technical system, including receiving measured sensor data of the technical system and an output of the machine learning model for the received measured sensor data as input, determining an explanation information for the output of the machine learning model, training a root-cause model based on root-cause labels assigned to the output of the machine learning model to map the set of feature values of the explanation information onto a root-causes indicator, determining one of the root-cause labels by inputting a new set of feature value determined for an output of the machine learning method, and outputting the determined root-cause label as root-cause indicator to a user interface.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile