Multiresolution matrix factorisation as a compression method for smart meter data

Multiresolution matrix factorisation as a compression method for smart meter data

The development of a smart grid electricity distribution network with advanced technology in smart metering will produce a massive amount of data. However, the limitation in communication network bandwidth makes it hard to transmit these data to the control center. Data compression is one of the bes...

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Bibliographic Details
Main Authors: Arfah Ahmad, Amitava Datta, Victor Sreeram, Yateendra Mishra
Format: Article
Language:English
Published: Wiley 2020-04-01
Series:The Journal of Engineering
Subjects:
matrix decomposition
smart power grids
data compression
smart meters
singular value decomposition
distribution networks
image coding
alternative data compression technique
size matrix
singular value decomposition method
mmf compression performs
mmf compression technique
lower dimension matrix
size data
core matrix
data matrix
smart distribution system
control center
communication network bandwidth
smart metering
smart grid electricity distribution network
smart meter data
compression method
multiresolution matrix factorisation
Online Access:https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0978

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https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0978

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