National Technology & Engineering Solutions of Sandia, LLC

Paul Girard Cummings, Jr

Rosalie A Multari

Lisa A Walla

Shawn Martin

Jaideep Ray

Lisa Michelle Miller

Nishant Bhupendra Patel

Robert Ferrizz

Curtis Co

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.

Systems and methods for screening particle source manufacturing and development test data

Growing community of inventors

Albuquerque, NM, United States of America

Paul Girard Cummings, Jr