Benchmarking Optimization-Based Energy Disaggregation Algorithms

Energy disaggregation (ED), with minimal infrastructure, can create energy awareness and thus promote energy efficiency by providing appliance-level consumption information. However, ED is highly ill-posed and gets complicated with increase in number and type of devices, similarity between devices,...

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Bibliographic Details
Main Authors: Oladayo S. Ajani, Abhishek Kumar, Rammohan Mallipeddi, Swagatam Das, Ponnuthurai Nagaratnam Suganthan
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/15/5/1600