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. 27, 2022

Filed:

Jun. 22, 2017
Applicant:

Altair Engineering, Inc., Troy, MI (US);

Inventor:

Zain S. Dweik, Hamilton, OH (US);

Assignee:

Altair Engineering, Inc., Troy, MI (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2006.01); G16H 50/50 (2018.01); G06N 20/00 (2019.01); G16H 30/40 (2018.01); G06F 30/17 (2020.01); G06F 30/20 (2020.01); G06F 3/04815 (2022.01); G05B 13/02 (2006.01); G05B 13/04 (2006.01); G05D 7/06 (2006.01); G16H 50/20 (2018.01); G01F 5/00 (2006.01);
U.S. Cl.
CPC ...
G16H 50/50 (2018.01); G05B 13/0265 (2013.01); G05B 13/041 (2013.01); G05B 13/048 (2013.01); G05D 7/0617 (2013.01); G06F 3/04815 (2013.01); G06F 30/17 (2020.01); G06F 30/20 (2020.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G16H 30/40 (2018.01); G01F 5/00 (2013.01); G16H 50/20 (2018.01); Y02T 90/00 (2013.01);
Abstract

A multiple fluid model tool for training and/or refining of fluid models using disparate and/or aggregated machine data is presented. For example, a system includes a modeling component, a machine learning component, a three-dimensional design component and a data collection component. The modeling component generates a three-dimensional model of a mechanical device based on a library of stored data elements. The machine learning component predicts one or more characteristics of the mechanical device based on a machine learning process associated with the three-dimensional model. The three-dimensional design component provides a three-dimensional design environment associated with the three-dimensional model. The three-dimensional design environment renders physics modeling data of the mechanical device on the three-dimensional model based on the one or more characteristics of the mechanical device. The data collection component collects machine data via a communication network to update the three-dimensional model associated with the three-dimensional design environment.


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