Search Results for author: Renyou Xie

Found 2 papers, 0 papers with code

Large Language Model-aided Edge Learning in Distribution System State Estimation

no code implementations11 May 2024 Renyou Xie, Xin Yin, Chaojie Li, Nian Liu, Bo Zhao, ZhaoYang Dong

Distribution system state estimation (DSSE) plays a crucial role in the real-time monitoring, control, and operation of distribution networks.

Language Modelling Large Language Model +1

Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks

no code implementations30 Apr 2024 Yi Li, Renyou Xie, Chaojie Li, Yi Wang, ZhaoYang Dong

To address these challenges, a federated graph learning approach involving multiple charging stations is proposed to collaboratively train a more generalized deep learning model for demand forecasting while capturing spatial correlations among various stations and enhancing robustness against potential attacks.

Federated Learning Graph Learning

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