A Cross-Regional Load Forecasting Method Based on a Pseudo-Distributed Federated Learning Strategy

A Cross-Regional Load Forecasting Method Based on a Pseudo-Distributed Federated Learning Strategy

Accurate load forecasting serves as the core foundation for grid planning and operations. Traditional load forecasting methods often rely solely on historical load data from a single region for training, making the models region-specific and leading to significant accuracy degradation when applied t...

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Bibliographic Details
Main Authors: Jinsong Deng, Shaotang Cai, Weinong Wu, Rong Jiang, Hongyu Deng, Jinhua Ma, Yonghang Luo
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Load forecasting
federated learning
pseudo-distributed
Online Access:https://ieeexplore.ieee.org/document/10857325/
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