Resolution Tricks and Disaggregation Tools for Smart Power Metering

A nonintrusive load monitor (NILM) aims to solve the energy disaggregation problem by incorporating power system analysis, signal processing, and machine learning. This thesis addresses two problems present in state-of-the-art nonintrusive load monitoring research. First, the ability of existing non...

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Bibliographic Details
Main Author: Langham, Aaron William
Other Authors: Leeb, Steven B.
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144866
https://orcid.org/0000-0002-9977-2080