Author

Meng-Yu Li

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Open access 2026

Energy-Harvesting Distributed Energy Management for Port Integrated Energy Systems

Energy harvesting supports the energy management process by storing surplus electricity in equipped batteries, thereby reducing energy consumption while satisfying high safety requirements. To mitigate renewable-generation fluctuations and address the dynamic characteristics of energy-harvesting batteries, this paper p...

Fei Teng, Meng-Yu Li, Jia-Rui Liu et al. · IEEE Transactions on Green C... · 1 citation

#graph neural networks Sep 2026

An Edge-Deployable Lightweight Dynamic Spatio-Temporal Graph Neural Network for Joint Distribution-Network Line-Loss Prediction and Operating-State Recognition

A lightweight dynamic spatio-temporal graph neural network, EdgeLite-DSTGNN, is proposed to address the intensified spatio-temporal coupling of line-loss rates, complex state correlations, and limited edge-terminal resources in distribution networks with high renewable-energy penetration. The method treats branches as...

Hai-Yan Wang, Ye Yuan, Xin-Ping Yuan et al. · International journal of pat... · 0 citations