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...
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: | |
Online Access: | https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0978 |
Similar Items
-
Efficient and Privacy-Preserving Data Aggregation and Dynamic Billing in Smart Grid Metering Networks
by: An Braeken, et al.
Published: (2018-08-01) -
Frequency Selective Auto-Encoder for Smart Meter Data Compression
by: Jihoon Lee, et al.
Published: (2021-02-01) -
Privacy-Preserving Smart Metering with Authentication in a Smart Grid
by: Jun Beom Hur, et al.
Published: (2015-12-01) -
Justification of the Utility of Introducing Smart Meters in Latvia
by: Kunickis M., et al.
Published: (2015-12-01) -
Data Lake Lambda Architecture for Smart Grids Big Data Analytics
by: Amr A. Munshi, et al.
Published: (2018-01-01)