Framework Integrating Lossy Compression and Perturbation for the Case of Smart Meter Privacy

Framework Integrating Lossy Compression and Perturbation for the Case of Smart Meter Privacy

The encoding of high-resolution energy profile datasets from end-users generated by smart electricity meters while maintaining the fidelity of relevant information seems to be one of the backbones of smart electrical markets. In the end-user sphere of smart grids, specific load curves of households...

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Bibliographic Details
Main Authors: Maik Plenz, Chaoyu Dong, Florian Grumm, Marc Florian Meyer, Marc Schumann, Malcom McCulloch, Hongjie Jia, Detlef Schulz
Format: Article
Language:English
Published: MDPI AG 2020-03-01
Series:Electronics
Subjects:
encoding
data compression
privacy power/load profiles
long short-term memory classification
smart meter
perturbation
Online Access:https://www.mdpi.com/2079-9292/9/3/465

Internet

https://www.mdpi.com/2079-9292/9/3/465

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