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. 20, 2024
Filed:
May. 18, 2021
Nokomis, Inc., Canonsburg, PA (US);
Karen Heike Spieler Canne, South Park, PA (US);
Jennting Timothy Hsu, Bethel Park, PA (US);
Vladimir Makarenko, McDonald, PA (US);
NOKOMIS, INC., Canonsburg, PA (US);
Abstract
A sensor configured to determine a condition of an electrical device may include an antenna, a receiver and a controller designed to implement a method. The method of determining a condition of an electrical device may include selecting a plurality of singular dimensional components of a multi-dimensional signal of a radio frequency (RF) emission from an electrical device, extracting singular dimensional components individually or as a combination, inputting each individual extracted singular dimensional component or the combination of the components into a neural network (NN), and analyzing, with NN, outputs from the inputted singular dimensional component (s). Singular-spectrum analysis (SSA) and/or wavelet transform may be used to select components.