CPC H01R 13/6683 (2013.01) [G01R 21/133 (2013.01); G05B 15/02 (2013.01); H01R 13/6658 (2013.01); H01R 13/6691 (2013.01); H01R 13/70 (2013.01); H01R 13/7175 (2013.01); H02J 3/00 (2013.01); H02J 3/14 (2013.01); H02J 13/00002 (2020.01); H02J 13/00004 (2020.01); H02J 13/0005 (2020.01); H04L 12/10 (2013.01); G01D 4/002 (2013.01); H01R 24/28 (2013.01); H01R 2103/00 (2013.01); Y02B 70/30 (2013.01); Y02B 70/3225 (2013.01); Y02B 90/20 (2013.01); Y04S 20/00 (2013.01); Y04S 20/222 (2013.01); Y04S 20/242 (2013.01); Y04S 20/30 (2013.01)] | 17 Claims |
1. A device for coupling an electrical appliance to an electrical power supply, comprising:
a current sensor, configured to measure electric current supplied through the device to the electrical appliance;
a voltage sensor, configured to measure voltage supplied through the device to the electrical appliance;
a processor configured to:
determine power consumption data from data relating to the electric current and voltage measurements made by the current and voltage sensors; and
monitor whether a fault has developed in the electrical appliance by comparing a performance of the appliance to historical data, wherein comparing the performance of the appliance to historical data comprises:
repeatedly generating a feature set using the power consumption data, by extracting a portion of the power consumption data at regular time intervals and storing the generated feature sets in a memory module, wherein the feature set comprises one or more of: information relating to a switch-on frequency of one or more components of the electrical appliance, information relating to a duration of switch on time of one or more components of the electrical appliance, information relating to an event during an operation cycle, amount of power consumed over a period of time, and amount of power consumed at regular intervals during a time period identified using an event, duration of an event, or time of occurrence of an event within an operation cycle; and
comparing each generated feature set to a benchmark value learned from one or more previously generated feature sets; and
a transmitter, configured to transmit information relating to the performance of the electrical appliance.
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