Modified Masking-Based Federated Singular Value Decomposition Method for Fast Anomaly Detection in Smart Grid Systems

Modified Masking-Based Federated Singular Value Decomposition Method for Fast Anomaly Detection in Smart Grid Systems

The digitalization of production in smart grids entails challenges related to data collection, coordination, privacy protection, and anomaly detection. Machine learning techniques offer effective tools for processing Big Data, but identifying critical system states amidst vast amounts of data remain...

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Bibliographic Details
Main Authors: Zhang Yiming, Xie Fang, Olena Hordiichuk-Bublivska, Halyna Beshley, Mykola Beshley
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Energies
Subjects:
IIoT
big data
distributed systems
machine learning
anomaly detection
SVD
Online Access:https://www.mdpi.com/1996-1073/16/16/5996

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