Systems and methods for determining arc events using wavelet decomposition and support vector machines
Abstract
In some examples, a system comprises a first component; a second component configured to receive signals from the first component via one or more wires; and a controller. In at least some examples, the controller is coupled to the one or more wires and is trained with a classification model to distinguish between signals indicating arc events and signals not indicating arc events. In at least some example, the controller is further configured to: receive the signals; extract features that are at least partially related to the received signals; classify the extracted features using the classification model; determine an occurrence of the arc event based on the classification; and provide an output signal indicating an arc event.
Subject
H02S 40/30G05B 13/0265
H01L 31/02021
H02H 1/0015
H02H 7/20
H02H 7/205
H02S 50/00
H02H 1/0092
Collections
Citation
Balog, Robert S., Jr.; Wang, Zhan (2020). Systems and methods for determining arc events using wavelet decomposition and support vector machines. United States. Patent and Trademark Office; Texas A&M University. Libraries. Available electronically from https : / /hdl .handle .net /1969 .1 /192115.