3 papers
eess.SY2026
Real-Time Neural Distributed Energy Resources Dispatch with Feasibility Guarantees
Jie Zhu, Yinliang Xu, Hongbin Sun
The growing penetration of renewable energy necessitates high-frequency real-time scheduling. While neural network-based surrogates enable computationally efficient scheduling, str…
eess.SY2024
Distribution Locational Marginal Emission for Carbon Alleviation in Distribution Networks: Formulation, Calculation, and Implication
Linwei Sang, Yinliang Xu, Hongbin Sun +2
Regulating the proper carbon-aware intervention policy is one of the keys to emission alleviation in the distribution network, whose basis lies in effectively attributing the emiss…
eess.SY2023
Networked Multiagent Safe Reinforcement Learning for Low-carbon Demand Management in Distribution Network
Jichen Zhang, Linwei Sang, Yinliang Xu +1
This paper proposes a multiagent based bi-level operation framework for the low-carbon demand management in distribution networks considering the carbon emission allowance on the d…