Non-parametric learning for energy disaggregation

<p>This thesis work presents a non-parametric learning method, the Extended Nearest Neighbor (ENN) algorithm, as a tool for data disaggregation in smart grids. The ENN algorithm makes the prediction according to the maximum gain of intra-class coherence. This algorithm not only considers the &...

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Bibliographic Details
Main Author: Khan, Mohammad Mahmudur Rahman
Other Authors: Bo Tang
Format: Others
Language:en
Published: MSSTATE 2018
Subjects:
Online Access:http://sun.library.msstate.edu/ETD-db/theses/available/etd-06282018-133232/