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/Systems And Methods Of Interval Energy Disaggregation Utilizing Profile-driven Non-intrusive Load Monitoring
Abstract

Systems and methods for interval energy disaggregation utilizing profile-driven non-intrusive load monitoring are provided. An example method includes determining whether a structure utilizes solar energy. If the structure utilizes solar energy, the overall aggregate data is disaggregated to produce a predicted solar production. The predicted solar production is extracted from an overall aggregate data of the structure. Then, the method continues with establishing appliance profiles, selecting a set of the appliance profiles, and disaggregating the non-solar aggregate data, to produce disaggregated data relating to at least one of AC energy consumption and EV (electric vehicle) consumption. The disaggregated data is provided to the customer or utility.

Full Text

What is claimed is:

Systems and methods for interval energy disaggregation utilizing profile-driven non-intrusive load monitoring are provided. An example method includes determining whether a structure utilizes solar energy. If the structure utilizes solar energy, the overall aggregate data is disaggregated to produce a predicted solar production. The predicted solar production is extracted from an overall aggregate data of the structure. Then, the method continues with establishing appliance profiles, selecting a set of the appliance profiles, and disaggregating the non-solar aggregate data, to produce disaggregated data relating to at least one of AC energy consumption and EV (electric vehicle) consumption. The disaggregated data is provided to the customer or utility.
Timeline
Filed
02/18/2026
Published
06/25/2026
Granted
Not Available
IPC Codes(8)
H02J 3/00:Circuit arrangements for AC mains or AC distribution networks
B60L 53/62:in response to charging parameters, e.g. current, voltage or electrical charge
H02J 3/38:Arrangements for feeding a single network from two or more generators or sources in parallel; Arrangements for feeding already energised networks from additional generators or sources in parallel