Energy Disaggregation Using Elastic Matching Algorithms

Energy Disaggregation Using Elastic Matching Algorithms

In this article an energy disaggregation architecture using elastic matching algorithms is presented. The architecture uses a database of reference energy consumption signatures and compares them with incoming energy consumption frames using template matching. In contrast to machine learning-based a...

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Bibliographic Details
Main Authors: Pascal A. Schirmer, Iosif Mporas, Michael Paraskevas
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Entropy
Subjects:
non-intrusive load monitoring (nilm)
energy disaggregation
elastic matching algorithms
dynamic time warping
minimum variance matching
Online Access:https://www.mdpi.com/1099-4300/22/1/71

Internet

https://www.mdpi.com/1099-4300/22/1/71

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