Intelligent Scene-Adaptive Desensitization: A Machine Learning Approach for Dynamic Data Privacy in Virtual Power Plants

Intelligent Scene-Adaptive Desensitization: A Machine Learning Approach for Dynamic Data Privacy in Virtual Power Plants

In the context of virtual power plants (VPPs), the one-size-fits-all approach of traditional static desensitization methods proves inadequate due to the diverse and dynamic operational scenarios encountered. These methods fail to provide the necessary flexibility for varying data privacy requirement...

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Bibliographic Details
Main Authors: Ruxia Yang, Hongchao Gao, Fangyuan Si, Jun Wang
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Electronics
Subjects:
virtual power plant
load identification
support vector machine
differential privacy
dynamic desensitization
Online Access:https://www.mdpi.com/2079-9292/13/6/1051

Internet

https://www.mdpi.com/2079-9292/13/6/1051

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