Patents by Inventor Kristen Jaskie

Kristen Jaskie has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • SYSTEMS AND METHODS FOR PHOTOVOLTAIC FAULT DETECTION USING A FEEDBACK-ENHANCED POSITIVE UNLABELED LEARNING
    Publication number: 20220138631
    Abstract: Various embodiments of a system and associated method for identifying and classifying faults in a photovoltaic array using relatively little labeled data are described herein. In particular, the system builds on existing PU classification techniques by addition of a feedback loop that enables classification of limited operational data of a photovoltaic array by expanding a plurality of features within the operational data based on a learned importance of each feature.
    Type: Application
    Filed: November 2, 2021
    Publication date: May 5, 2022
    Applicant: Arizona Board of Regents on Behalf of Arizona State University
    Inventors: Kristen Jaskie, Joshua Martin, Andreas Spanias