Results 71 to 80 of about 104,321 (158)

Neural grid control systems with predictive transient stability enhancement enabling 100 percent renewable integration through distributed intelligence and real time topology reconfiguration

open access: yesScientific Reports
The galloping movement toward completely renewable power systems means that new control architectures are needed that can cope with increased variability to date whilst maintaining short-lived stability in low-inertia networks.
Zhiliang Cui, Yuze Liang
doaj   +1 more source

Enhanced power graphs of finite groups with cograph structure

open access: yes
The enhanced power graph, $\mathcal{E}(G)$, of a group $G$ has vertex set $G$ and two elements are adjacent if they generate a cyclic subgroup. In the case of finite groups, we identify some striking and unexpected properties of these graphs, as well as links between properties of $\mathcal{E}(G)$ and properties of the group $G$.
Bubboloni, Daniela   +2 more
openaire   +2 more sources

Dynamic Reconfiguration Method of Active Distribution Networks Based on Graph Attention Network Reinforcement Learning

open access: yesEnergies
The quantity of wind and photovoltaic power-based distributed generators (DGs) is continually rising within the distribution network, presenting obstacles to its safe, steady, and cost-effective functioning.
Chen Guo, Changxu Jiang, Chenxi Liu
doaj   +1 more source

Characterizing finite groups whose enhanced power graphs have universal vertices

open access: yesCzechoslovak Mathematical Journal
8 ...
Costanzo, David G.   +4 more
openaire   +2 more sources

Enhancing Power Flow Estimation with Topology-Aware Gated Graph Neural Networks

open access: yes
Accurate and scalable surrogate models for AC power flow are essential for real-time grid monitoring, contingency analysis, and decision support in increasingly dynamic and inverter-dominated power systems. However, most existing surrogates fall short of practical deployment due to their limited capacity to capture long-range nonlinear dependencies in ...
Shrenik Jadhav   +4 more
openaire   +2 more sources

A measurement-driven graph learning framework for Wideband oscillation localization in power systems. [PDF]

open access: yesPLoS One
Dong Z   +8 more
europepmc   +1 more source

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