Differentially Private Clustered Federated Load Prediction Based on the Louvain Algorithm

Differentially Private Clustered Federated Load Prediction Based on the Louvain Algorithm

Load forecasting plays a fundamental role in the new type of power system. To address the data heterogeneity and security issues encountered in load forecasting for smart grids, this paper proposes a load-forecasting framework suitable for residential energy users, which allows users to train person...

Full description

Saved in:
Bibliographic Details
Main Authors: Tingzhe Pan, Jue Hou, Xin Jin, Chao Li, Xinlei Cai, Xiaodong Zhou
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Algorithms
Subjects:
federated learning
load forecasting
adaptive differential privacy
Louvain algorithm
clustered
Online Access:https://www.mdpi.com/1999-4893/18/1/32
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/1999-4893/18/1/32

Similar Items