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:
May. 28, 2024

Filed:

Nov. 18, 2021
Applicant:

Endress+hauser Group Services Ag, Reinach, CH;

Inventors:

Dimitri Vaissiere, Rixheim, FR;

Julia Mildner, Gerlingen, DE;

André Lemke, Schluchsee, DE;

Assignee:
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G01N 27/27 (2006.01); G01N 27/02 (2006.01); G01N 27/30 (2006.01); G01N 27/333 (2006.01); G16C 60/00 (2019.01);
U.S. Cl.
CPC ...
G01N 27/27 (2013.01); G01N 27/02 (2013.01); G01N 27/302 (2013.01); G01N 27/333 (2013.01); G16C 60/00 (2019.02);
Abstract

A method of predictive monitoring of a variable of a medium located in a container of a facility comprises steps of continuously recording data comprising measured values, based on training data determining a classification method capable of identifying data sets that have each been measured during one of the specific operation phases, performing the classification method and based on the data sets identified by the classification method determining a time series of compliancy indicators indicative of a degree of compliancy of at least one property of the characteristic of the measured values to a corresponding reference property of the reference characteristic. Based on the time series at least once determining a time remaining until the degree of compliancy indicated by compliancy indicators will drop below a predetermined minimum degree of compliancy; and providing an output informing about the remaining time.


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