Knowledge graph-based method for identifying topological structure of low-voltage distribution network [PDF]
The Journal of Engineering, 2020 The correct topological relationship is crucial in the low-voltage distribution network, as the actual topological structure of the low-voltage distribution network changes frequently and tremendously due to the need of operation and maintenance, and it ...
Gao Zepu +4 more
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Graph Neural Networks for Voltage Stability Margins With Topology Flexibilities [PDF]
IEEE Open Access Journal of Power and Energy, 2023 High penetration of distributed energy resources (DERs) changes the flows in power grids causing thermal congestions which are managed by real-time corrective topology switching.
Kishan Prudhvi Guddanti +4 more
doaj +3 more sources
Graph-Based Topological Embedding and Deep Reinforcement Learning for Autonomous Voltage Control in Power System [PDF]
SensorsWith increasing power system complexity and distributed energy penetration, traditional voltage control methods struggle with dynamic changes and complex conditions.
Hongtao Wei, Siyu Chang, Jiaming Zhang
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Searching for Voltage Graph-Based LDPC Tailbiting Codes With Large Girth [PDF]
IEEE Transactions on Information Theory, 2011 The relation between parity-check matrices of quasi-cyclic (QC) low-density parity-check (LDPC) codes and biadjacency matrices of bipartite graphs supports searching for powerful LDPC block codes.
Irina E. Bocharova +4 more
semanticscholar +8 more sources
Coalition Graph Game-Based P2P Energy Trading With Local Voltage Management
IEEE Transactions on Smart Grid, 2021 In this paper, the feasibility of peer-to-peer (P2P) energy trading in a voltage-constrained grid-connected network is studied. In particular, a local voltage management scheme is proposed that takes network constraints into consideration to instruct the prosumers to trade energy frequently in the P2P market.
M. Imran Azim +2 more
semanticscholar +6 more sources
Orientable Hamilton Cycle Embeddings of Complete Tripartite Graphs II: Voltage Graph Constructions and Applications [PDF]
Journal of Graph Theory, 2014 AbstractIn an earlier article the authors constructed a hamilton cycle embedding of in a nonorientable surface for all and then used these embeddings to determine the genus of some large families of graphs. In this two‐part series, we extend those results to orientable surfaces for all .
M. N. Ellingham, Justin Z. Schroeder
semanticscholar +4 more sources
Generalised voltage graphs [PDF]
European Journal of Combinatorics, 2021 A graph with a semiregular group of automorphisms can be thought of as the derived cover arising from a voltage graph. Since its inception, the theory of voltage graphs and their derived covers has been a powerful tool used in the study of graphs with a significant degree of symmetry.
Primož Potočnik, Micael Toledo
openalex +3 more sources
ACCURATE PREDICTION OF VOLTAGE OF BATTERY ELECTRODE MATERIALS USING ATTENTION BASED GRAPH NEURAL NETWORKS [PDF]
ACS Applied Materials and Interfaces, 2021 Performing first-principles calculations to discover electrodes' properties in the large chemical space is a challenging task. While machine learning (ML) has been applied to effectively accelerate those discoveries, most of the applied methods ignore ...
Edirisuriya M. Dilanga Siriwardane +4 more
openalex +2 more sources
Spatial-Temporal Recurrent Graph Neural Networks for Fault Diagnostics in Power Distribution Systems [PDF]
IEEE Access, 2023 Fault diagnostics are extremely important to decide proper actions toward fault isolation and system restoration. The growing integration of inverter-based distributed energy resources imposes strong influences on fault detection using traditional ...
Bang L. H. Nguyen +4 more
doaj +2 more sources
Critical groups of covering, voltage, and signed graphs [PDF]
Discrete Mathematics, 2013 Version 3 fixes a typo, and adds some details in the proof of Theorem 1 ...
Victor Reiner, Dennis Tseng
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