The Risk of Hidden Failures to the United States Electrical Grid and Potential for Mitigation

变电站防洪减灾的两阶段模型比较

Comparisons of two-stage models for flood mitigation of electrical substations

本文比较随机规划与鲁棒优化两阶段模型，用于飓风前变电站防洪资源部署，发现减灾预算和不确定性视角影响显著，而DC与LPAC潮流模型选择影响甚微。

野火风险与韧性分析的电力网络建模框架

Electrical Power Network Modeling Framework for Wildfire Risk and Resilience Analysis

本文提出了一种用于野火-电力系统研究的建模框架，旨在分析野火传播、基础设施损害及社区影响，以提高电力系统的韧性与缓解策略的评估。

AI数据中心与电网：电力挑战与协同解决方案综述

AI Data Centers Meet Electrical Grids: A Review of Power Challenges and Coordinated Solutions

本综述梳理AI数据中心从设备到电网的电力输送链，分析其对稳定性、可再生能源和低碳规划的影响，并提出跨层级协同的缓解策略与关键研究需求。

Analyzing and Mitigating the Impacts of GMD and EMP Events on the Electrical Grid with PowerModelsGMD.jl

Geomagnetic disturbances and E3 high-altitude electromagnetic pulse events pose a substantial threat to the electrical grid by adversely impacting and damaging high-voltage transmission networks and equipment. To evaluate the risks and mitigate the potential effects of these hazards, this work proposes PowerModelsGMD.jl (abbr. PMsGMD). PMsGMD is an open-source Julia package that solves for quasi-dc line flow and ac power flow problems in a system subjected to geomagnetically induced currents. Unlike commercially available software solutions, it is extensible and applicable to a variety of prob…

面向电力系统级联故障缓解的反事实动作条件图预测

Counterfactual Action-Conditioned Graph Prediction for Cascading-Failure Mitigation in Power Systems

该研究针对电力系统级联故障，提出动作条件图预测器（ACGP），通过反事实分支过程实现多步预测，在Grid2Op实验中大幅降低了终端故障和级联率。

用于降低野火风险的公平网络化微电网拓扑重构

Equitable Networked Microgrid Topology Reconfiguration for Wildfire Risk Mitigation

针对野火风险下停电策略易导致供电中断和连锁故障且影响公平的问题，提出一种网络化微电网滚动时域拓扑重构优化方法，通过引入切负荷约束促进公平，并在IEEE 13-bus和Smart-DS系统上验证了其有效性。