An IHPO-WNN-Based Federated Learning System for Area-Wide Power Load Forecasting Considering Data Security Protection

An IHPO-WNN-Based Federated Learning System for Area-Wide Power Load Forecasting Considering Data Security Protection

With the rapid growth of power demand and the advancement of new power system intelligence, smart energy measurement system data quality and security are also facing the influence of diversified factors. To solve the series of problems such as low data prediction efficiency, poor security perception...

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Bibliographic Details
Main Authors: Bujin Shi, Xinbo Zhou, Peilin Li, Wenyu Ma, Nan Pan
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Energies
Subjects:
electricity load forecasting
improved hunter–prey optimizer
WNN
federated learning
differential privacy
Online Access:https://www.mdpi.com/1996-1073/16/19/6921

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https://www.mdpi.com/1996-1073/16/19/6921

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