Patent ID: 11927609
Assignee: UNIVERSITY OF GEORGIA RESEARCH FOUNDATION
Field: Electrical machinery, apparatus, energy (Electrical engineering)
Classification: CPC G  H  Y | IPC G  H

Claim 0:
1. A system, comprising:
an electrical device coupled to a network;
an energy meter coupled to the electrical device, the energy meter configured to monitor an energy profile of the electrical device, the energy meter isolated from an internet of things (IoT) system including the electrical device; and
at least one application executable in a computing device coupled to the energy meter, wherein, when executed, the at least one application causes the computing device to at least:
analyze energy profile data of the electrical device, the energy profile data being received from the energy meter based on the monitoring of the energy profile;
monitor one or more conditions of the electrical device based on the energy profile data;
detect an anomaly in the electrical device based on a change in the one or more conditions;
determine a type of anomaly based at least in part on a trained classification model; and
diagnose a root cause of the anomaly based at least in part on one or more characteristics in the energy profile data and the type of anomaly, the root cause comprising at least one of a threat source or a malfunctioning component of the electrical device.