Federated Learning-Based Load Forecasting for Energy Aggregation Service Providers

Federated Learning-Based Load Forecasting for Energy Aggregation Service Providers

Energy aggregation service providers in the electricity market are highly dependent on the load-forecasting accuracy to maximize their market interests. However，the required forecasting data are typically scattered among different energy suppliers，and owing to data security and privacy concerns，thes...

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Bibliographic Details
Main Author: HUANG Yichuan, SONG Yuhui, JING Zhaoxia
Format: Article
Language:zho
Published: Editorial Department of Electric Power Construction 2025-01-01
Series:Dianli jianshe
Subjects:
energy aggregation service provider|load forecasting|federated learning|data privacy|neural network
Online Access:https://www.cepc.com.cn/fileup/1000-7229/PDF/1735120370258-1686418971.pdf
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