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:
Sep. 03, 2024
Filed:
Sep. 30, 2022
Optimal Plus Ltd., Holon, IL;
Ansys Inc., Canonsburg, PA (US);
Shaul Teplinsky, Orinda, CA (US);
Dan Sebban, Rishon LeZion, IL;
Craig Hillman, Bethesda, MD (US);
Ashok Alagappan, Chantilly, VA (US);
OPTIMAL PLUS LTD., Holon, IL;
ANSYS, Inc., Canonsburg, PA (US);
Abstract
A method for generating a reliability performance model includes developing a reliability prediction machine learning model for predicting reliability performance of a product based on data obtained from manufacturing and testing of the product, and obtaining feature names for the reliability prediction machine learning model and their predictive power values. The feature names may correspond to features from the data obtained from manufacturing and testing of the product. The method may further include extracting a set of feature names corresponding to features having highest predictive power values from the feature names, and generating a reliability performance model using one or more model parameters derived from the set of feature names.