A Short term Electricity Load Forecasting for Community Residents Based on Federated Learning and Considering Privacy Protection

Peng, Bo and Zuo, Jing and Gong, Xianfu and Li, Yaodong and Wu, Weijie and Li, Yixin (2024) A Short term Electricity Load Forecasting for Community Residents Based on Federated Learning and Considering Privacy Protection. EAI Endorsed Transactions on Energy Web.

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Abstract

INTRODUCTION: As the penetration rate of renewable energy increases and patterns of energy demand evolve, fluctuations on both the supply and demand sides of electricity are becoming more pronounced. Consequently, accurate forecasting of community residential electrical loads has become crucial.
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Item Type: Article
Date Deposited: 04 Mar 2026 18:13
Last Modified: 11 Apr 2026 00:21
URI: http://eprints.eai.eu/id/eprint/51624

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