Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386410608> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W4386410608 abstract "Introduction: Smart grid management and security in sports stadiums have gained global attention as significant topics in the field of deep learning. This paper proposes a method based on the Graph Convolutional Neural Network (GCNN) with Gated Recurrent Units (GRU) and a self-attention mechanism. The objective is to predict trends and influencing factors in smart grid management and security of sports stadiums, facilitating the formulation of optimization strategies and policies. Methods: The proposed method involves several steps. Firstly, historical data of sports stadium grid management and security undergo preprocessing using the GCNN and GRU networks to extract time series information. Then, the GCNN is utilized to analyze smart grid data of sports stadiums. The model captures spatial correlations and temporal dynamics, while the self-attention mechanism enhances focus on relevant information. Results and discussion: The experimental results demonstrate that the proposed method, based on GCNN-GRU and the self-attention mechanism, effectively addresses the challenges of smart grid management and security in sports stadiums. It accurately predicts trends and influencing factors in smart grid management and security, facilitating the formulation of optimization strategies and policies. These results also demonstrate that our method has achieved outstanding performance in the image generation task and exhibits strong adaptability across different datasets." @default.
- W4386410608 created "2023-09-05" @default.
- W4386410608 creator A5081615766 @default.
- W4386410608 date "2023-09-04" @default.
- W4386410608 modified "2023-10-18" @default.
- W4386410608 title "Research on smart grid management and security guarantee of sports stadiums based on GCNN-GRU and self-attention mechanism" @default.
- W4386410608 cites W2609725753 @default.
- W4386410608 cites W2980112973 @default.
- W4386410608 cites W3020996329 @default.
- W4386410608 cites W3044343366 @default.
- W4386410608 cites W3048631361 @default.
- W4386410608 cites W3080847572 @default.
- W4386410608 cites W3082299611 @default.
- W4386410608 cites W3101640299 @default.
- W4386410608 cites W3117906366 @default.
- W4386410608 cites W3149306041 @default.
- W4386410608 cites W3163895120 @default.
- W4386410608 cites W3165431983 @default.
- W4386410608 cites W3165734691 @default.
- W4386410608 cites W3183845133 @default.
- W4386410608 cites W3187063638 @default.
- W4386410608 cites W3209540366 @default.
- W4386410608 cites W4220773644 @default.
- W4386410608 cites W4280649430 @default.
- W4386410608 cites W4293491630 @default.
- W4386410608 cites W4318043873 @default.
- W4386410608 cites W4318486489 @default.
- W4386410608 cites W4318570535 @default.
- W4386410608 cites W4324116446 @default.
- W4386410608 cites W4361275072 @default.
- W4386410608 cites W4385357720 @default.
- W4386410608 cites W4385724548 @default.
- W4386410608 doi "https://doi.org/10.3389/fenrg.2023.1270224" @default.
- W4386410608 hasPublicationYear "2023" @default.
- W4386410608 type Work @default.
- W4386410608 citedByCount "0" @default.
- W4386410608 crossrefType "journal-article" @default.
- W4386410608 hasAuthorship W4386410608A5081615766 @default.
- W4386410608 hasBestOaLocation W43864106081 @default.
- W4386410608 hasConcept C10558101 @default.
- W4386410608 hasConcept C111472728 @default.
- W4386410608 hasConcept C119599485 @default.
- W4386410608 hasConcept C119857082 @default.
- W4386410608 hasConcept C124101348 @default.
- W4386410608 hasConcept C127413603 @default.
- W4386410608 hasConcept C132525143 @default.
- W4386410608 hasConcept C138885662 @default.
- W4386410608 hasConcept C154945302 @default.
- W4386410608 hasConcept C187691185 @default.
- W4386410608 hasConcept C2524010 @default.
- W4386410608 hasConcept C2778539849 @default.
- W4386410608 hasConcept C33923547 @default.
- W4386410608 hasConcept C34736171 @default.
- W4386410608 hasConcept C38652104 @default.
- W4386410608 hasConcept C41008148 @default.
- W4386410608 hasConcept C80444323 @default.
- W4386410608 hasConcept C81363708 @default.
- W4386410608 hasConcept C89611455 @default.
- W4386410608 hasConceptScore W4386410608C10558101 @default.
- W4386410608 hasConceptScore W4386410608C111472728 @default.
- W4386410608 hasConceptScore W4386410608C119599485 @default.
- W4386410608 hasConceptScore W4386410608C119857082 @default.
- W4386410608 hasConceptScore W4386410608C124101348 @default.
- W4386410608 hasConceptScore W4386410608C127413603 @default.
- W4386410608 hasConceptScore W4386410608C132525143 @default.
- W4386410608 hasConceptScore W4386410608C138885662 @default.
- W4386410608 hasConceptScore W4386410608C154945302 @default.
- W4386410608 hasConceptScore W4386410608C187691185 @default.
- W4386410608 hasConceptScore W4386410608C2524010 @default.
- W4386410608 hasConceptScore W4386410608C2778539849 @default.
- W4386410608 hasConceptScore W4386410608C33923547 @default.
- W4386410608 hasConceptScore W4386410608C34736171 @default.
- W4386410608 hasConceptScore W4386410608C38652104 @default.
- W4386410608 hasConceptScore W4386410608C41008148 @default.
- W4386410608 hasConceptScore W4386410608C80444323 @default.
- W4386410608 hasConceptScore W4386410608C81363708 @default.
- W4386410608 hasConceptScore W4386410608C89611455 @default.
- W4386410608 hasLocation W43864106081 @default.
- W4386410608 hasOpenAccess W4386410608 @default.
- W4386410608 hasPrimaryLocation W43864106081 @default.
- W4386410608 hasRelatedWork W2382928216 @default.
- W4386410608 hasRelatedWork W2748454020 @default.
- W4386410608 hasRelatedWork W2961085424 @default.
- W4386410608 hasRelatedWork W3016958897 @default.
- W4386410608 hasRelatedWork W3021430260 @default.
- W4386410608 hasRelatedWork W3027997911 @default.
- W4386410608 hasRelatedWork W3181746755 @default.
- W4386410608 hasRelatedWork W4287776258 @default.
- W4386410608 hasRelatedWork W4306674287 @default.
- W4386410608 hasRelatedWork W4224009465 @default.
- W4386410608 hasVolume "11" @default.
- W4386410608 isParatext "false" @default.
- W4386410608 isRetracted "false" @default.
- W4386410608 workType "article" @default.