CPC G06F 8/34 (2013.01) [G01R 21/00 (2013.01); G06N 20/00 (2019.01); G06Q 50/06 (2013.01); H04B 17/391 (2015.01); H04W 52/04 (2013.01)] | 24 Claims |
1. A method for detecting non-technical energy loss, the method comprising:
generating, by a processor, a plurality of multidimensional representations of a plurality of energy use conditions based on a plurality of feature values extracted from energy data associated with a plurality of meters;
performing, by the processor, an unsupervised machine learning clustering process on the plurality of multidimensional representations to determine a plurality of clusters; and
outputting, by the processor to a user interface (UI), information that indicates one or more meters of the plurality of meters that are predicted to be associated with non-technical energy loss, the one or more meters associated with one or more energy use conditions identified based on the plurality of clusters.
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