Comprehensive NILM Framework: Device Type Classification and Device Activity Status Monitoring Using Capsule Network

Comprehensive NILM Framework: Device Type Classification and Device Activity Status Monitoring Using Capsule Network

Non-intrusive load monitoring (NILM) discerns the individual electrical appliances of a residential or commercial building by disaggregating the accumulated energy consumption data without accessing to the individual components applying a single-point sensor. The fundamental concept is to decompose...

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Bibliographic Details
Main Authors: Dipayan Saha, Arnab Bhattacharjee, Dhiman Chowdhury, Eklas Hossain, Md Moinul Islam
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Capsule network
classifier
CNN
device activity status
features
load disaggregation
Online Access:https://ieeexplore.ieee.org/document/9208663/

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