FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4378808195> ?p ?o ?g. }

• W4378808195 endingPage "4440" @default.
• W4378808195 startingPage "4440" @default.
• W4378808195 abstract "This study presents a data-driven approach for generating vortex-shedding maps, which are vital for predicting flow structures in vortex-induced vibration (VIV) wind energy extraction devices, while addressing the computational and complexity limitations of traditional methods. The approach employs unsupervised clustering techniques on subsequences extracted using the matrix profile method from local flow measurements in the wake of an oscillating circular cylinder generated from 2-dimensional computational fluid dynamics simulations of VIV. The proposed clustering methods were validated by reproducing a benchmark map produced at a low Reynolds number (Re = 4000) and then extended to a higher Reynolds number (Re = 10,000) to gain insights into the complex flow regimes. The multi-step clustering methods used density-based and k-Means clustering for the pre-clustering stage and agglomerative clustering using dynamic time warping (DTW) as the similarity measure for final clustering. The clustering methods achieved exceptional performance at high-Reynolds-number flow, with scores in the silhouette index (0.4822 and 0.4694) and Dunn index (0.3156 and 0.2858) demonstrating the accuracy and versatility of the hybrid clustering methods. This data-driven approach enables the generation of more accurate and feasible maps for vortex-shedding applications, which could improve the design and optimization of VIV wind energy harvesting systems." @default.
• W4378808195 created "2023-06-01" @default.
• W4378808195 creator A5013272099 @default.
• W4378808195 creator A5062058097 @default.
• W4378808195 creator A5065293868 @default.
• W4378808195 creator A5070245428 @default.
• W4378808195 creator A5083515700 @default.
• W4378808195 date "2023-05-31" @default.
• W4378808195 modified "2023-10-14" @default.
• W4378808195 title "A Data-Driven Approach for Generating Vortex-Shedding Regime Maps for an Oscillating Cylinder" @default.
• W4378808195 cites W1894414046 @default.
• W4378808195 cites W1965949177 @default.
• W4378808195 cites W1974097079 @default.
• W4378808195 cites W1987971958 @default.
• W4378808195 cites W1991968015 @default.
• W4378808195 cites W2019278659 @default.
• W4378808195 cites W2029064186 @default.
• W4378808195 cites W2051270458 @default.
• W4378808195 cites W2073997153 @default.
• W4378808195 cites W2094726571 @default.
• W4378808195 cites W2107807603 @default.
• W4378808195 cites W2110385488 @default.
• W4378808195 cites W2113586398 @default.
• W4378808195 cites W2158689233 @default.
• W4378808195 cites W2170254912 @default.
• W4378808195 cites W2234763457 @default.
• W4378808195 cites W2504725523 @default.
• W4378808195 cites W2584499795 @default.
• W4378808195 cites W2735245130 @default.
• W4378808195 cites W2740086686 @default.
• W4378808195 cites W2751013712 @default.
• W4378808195 cites W2763923772 @default.
• W4378808195 cites W2806052081 @default.
• W4378808195 cites W2810351564 @default.
• W4378808195 cites W2900119356 @default.
• W4378808195 cites W2920374562 @default.
• W4378808195 cites W2963431067 @default.
• W4378808195 cites W3105766152 @default.
• W4378808195 cites W3162035515 @default.
• W4378808195 cites W3169372665 @default.
• W4378808195 cites W3193163617 @default.
• W4378808195 cites W3193992041 @default.
• W4378808195 cites W4200549893 @default.
• W4378808195 cites W4232709175 @default.
• W4378808195 cites W4301468537 @default.
• W4378808195 cites W4309742800 @default.
• W4378808195 cites W4376848258 @default.
• W4378808195 doi "https://doi.org/10.3390/en16114440" @default.
• W4378808195 hasPublicationYear "2023" @default.
• W4378808195 type Work @default.
• W4378808195 citedByCount "0" @default.
• W4378808195 crossrefType "journal-article" @default.
• W4378808195 hasAuthorship W4378808195A5013272099 @default.
• W4378808195 hasAuthorship W4378808195A5062058097 @default.
• W4378808195 hasAuthorship W4378808195A5065293868 @default.
• W4378808195 hasAuthorship W4378808195A5070245428 @default.
• W4378808195 hasAuthorship W4378808195A5083515700 @default.
• W4378808195 hasBestOaLocation W43788081951 @default.
• W4378808195 hasConcept C121332964 @default.
• W4378808195 hasConcept C13280743 @default.
• W4378808195 hasConcept C154945302 @default.
• W4378808195 hasConcept C178760647 @default.
• W4378808195 hasConcept C182748727 @default.
• W4378808195 hasConcept C185798385 @default.
• W4378808195 hasConcept C196558001 @default.
• W4378808195 hasConcept C205649164 @default.
• W4378808195 hasConcept C41008148 @default.
• W4378808195 hasConcept C57879066 @default.
• W4378808195 hasConcept C73555534 @default.
• W4378808195 hasConcept C88516994 @default.
• W4378808195 hasConceptScore W4378808195C121332964 @default.
• W4378808195 hasConceptScore W4378808195C13280743 @default.
• W4378808195 hasConceptScore W4378808195C154945302 @default.
• W4378808195 hasConceptScore W4378808195C178760647 @default.
• W4378808195 hasConceptScore W4378808195C182748727 @default.
• W4378808195 hasConceptScore W4378808195C185798385 @default.
• W4378808195 hasConceptScore W4378808195C196558001 @default.
• W4378808195 hasConceptScore W4378808195C205649164 @default.
• W4378808195 hasConceptScore W4378808195C41008148 @default.
• W4378808195 hasConceptScore W4378808195C57879066 @default.
• W4378808195 hasConceptScore W4378808195C73555534 @default.
• W4378808195 hasConceptScore W4378808195C88516994 @default.
• W4378808195 hasIssue "11" @default.
• W4378808195 hasLocation W43788081951 @default.
• W4378808195 hasLocation W43788081952 @default.
• W4378808195 hasLocation W43788081953 @default.
• W4378808195 hasOpenAccess W4378808195 @default.
• W4378808195 hasPrimaryLocation W43788081951 @default.
• W4378808195 hasRelatedWork W1485630101 @default.
• W4378808195 hasRelatedWork W1491513810 @default.
• W4378808195 hasRelatedWork W2026905229 @default.
• W4378808195 hasRelatedWork W2114499935 @default.
• W4378808195 hasRelatedWork W2164464568 @default.
• W4378808195 hasRelatedWork W2221664729 @default.
• W4378808195 hasRelatedWork W3026595853 @default.
• W4378808195 hasRelatedWork W4235856221 @default.
• W4378808195 hasRelatedWork W1526639786 @default.
• W4378808195 hasRelatedWork W3151408150 @default.

• next