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. 23, 2026

Filed:

Mar. 15, 2022
Applicant:

Paul Wurth S.a., Luxembourg, LU;

Inventor:

Cédric Schockaert, Wiltz, LU;

Assignee:

PAUL WURTH S.A., Luxembourg, LU;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01);
Abstract

An industrial machine () may not have a sensor for a particular parameter, so that a computer uses a neural network () to virtualize the missing sensor. The computer trains the neural network () to provide a parameter indicator (Z') of a further process parameter (, z) for the industrial machine () with steps that comprise receiving measurement time-series with historical measurement data from reference machines, obtaining transformation rules by processing the time-series to feature series that are invariant to domain differences of the reference machines, transforming time-series by using the transformation rules, receiving a uni-variate time-series of the further process parameter (z), and training the neural network with features series at the input, and with the uni-variate time-series at the output.


Find Patent Forward Citations

Schockaert, Cédric. (2026). Generating virtual sensors for use in industrial machines (U.S. Patent No. 12664428). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12664428

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…