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:
Dec. 20, 2022

Filed:

Mar. 30, 2021
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Jurgen Albert Weichenberger, Surrey, GB;

Mohamad Mehdi Nasr-Azadani, Menlo Park, CA (US);

Zaid Tashman, San Francisco, CA (US);

Matin Momeni, London, GB;

Teresa Sheausan Tung, Tustin, CA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 23/02 (2006.01); B01D 3/42 (2006.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G05B 23/0254 (2013.01); B01D 3/4211 (2013.01); G05B 23/021 (2013.01); G05B 23/024 (2013.01); G06N 7/005 (2013.01);
Abstract

In some implementations, a control system may obtain historical data associated with usage of a distillation column during a historical time period. The control system may configure a prediction model to monitor the distillation column for a hazardous condition. The prediction model may be trained based on training data that is associated with occurrences of the hazardous condition. The control system may monitor, using the prediction model, the distillation column to determine a probability that the distillation column experiences the hazardous condition within a threshold time period. The prediction model may be configured to determine the probability based on measurements from a set of sensors of the distillation column. The control system may perform, based on the probability satisfying a probability threshold, an action associated with the distillation column to reduce a likelihood that the distillation column experiences the hazardous condition within the threshold time period.


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