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:
Jun. 11, 2024
Filed:
Jun. 14, 2019
Applicant:
One Tech, Inc., Dallas, TX (US);
Inventors:
Yandong Zhang, Plano, TX (US);
Yasser Khan, Dallas, TX (US);
Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G05B 19/418 (2006.01); G05B 23/02 (2006.01); G06F 17/18 (2006.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G05B 19/4184 (2013.01); G05B 19/4183 (2013.01); G05B 23/027 (2013.01); G06F 17/18 (2013.01); G06N 20/20 (2019.01); G05B 23/0283 (2013.01);
Abstract
A computer implemented method and system for predicting motor failure. The system and method employ artificial intelligence to train machine learning models to predict failure mechanisms within a machine. The system features at least one database configured to store machine performance indicator data. At least one server is configured to receive the indicator data and train machine learning models which are used by a processor to predict motor failure. The method for predicting motor failure is iterative, allowing the machine learning model to become more skilled at predicting machine performance outcomes in real-time.