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:
Aug. 08, 2023
Filed:
Feb. 10, 2021
National Technology & Engineering Solutions of Sandia, Llc, Albuquerque, NM (US);
Rosalie A. Multari, Albuquerque, NM (US);
Jaideep Ray, Tracy, CA (US);
Lisa Michelle Miller, Rio Rancho, NM (US);
Paul Girard Cummings, Jr., Albuquerque, NM (US);
Robert Ferrizz, Albuquerque, NM (US);
Lisa A. Walla, Albuquerque, NM (US);
Nishant Bhupendra Patel, Albuquerque, NM (US);
Shawn Martin, Sandia Park, NM (US);
Curtis Co, Albuquerque, NM (US);
National Technology & Engineering Solutions of Sandia, LLC, Albuquerque, NM (US);
Abstract
A computing system obtains test data for a particle source. The test data was generated by the particle source when the particle source was caused to emit particles. The test data comprises a first set of measurements of a first type and a second set of measurements of a second type. The computing system applies a data agnostic predictive model to the test data. The data agnostic predictive model is generated without a parametric analysis of variables of the first type and variables of the second type. The data agnostic predictive model outputs, based upon the test data, a value that is indicative of whether or not the test data is abnormal. Based upon the value, the computing system outputs an indication that the particle source was operating sub-optimally when emitting the particles.