Evaluation of turbulence-related high-frequency tidal current velocity fluctuation

dc.contributor.affiliationUniversidade de Santiago de Compostela. Departamento de Estatística, Análise Matemática e Optimizacióngl
dc.contributor.authorGarcía Novo, Patxi
dc.contributor.authorKyozuka, Yusaku
dc.contributor.authorGinzo Villamayor, María José
dc.date.accessioned2019-04-17T08:51:30Z
dc.date.available2020-10-26T02:00:07Z
dc.date.issued2019
dc.description.abstractWithin the development needed for economy viability of tidal stream energy, adaptability of laboratory converters to sea flow conditions is a milestone. The objective of this work is to investigate the high frequency fluctuations in current velocity magnitude and direction related to the turbulent nature of the flow and present a new method for their prediction. With this purpose, high frequency data measured by two ADV (32 Hz) and two ADCP (8 Hz) at four different points in the sea area surrounding Goto Islands (Japan) are analyzed. The data were divided in short-time samples (3-min data for ADV and 5-min data for ADCP) and treated separately. Velocity magnitude fits a normal distribution, with prediction levels higher than 95% for a margin of error of 0.25 m/s when comparing different percentiles between 0.1 and 99.9. Flow direction is analyzed in terms of opening angle between two representative percentiles equidistant from the median (99.9-0.1, 95-5, …), giving as a result a leptokurtic distribution, more outlier-prone than normal. Empirically, for opening angles 99.9-0.1, 97.7-2.3 and 95-5, slopes of 6.79 (6 in normal distribution), 4.17 (4) and 3.38 (3.29) were found, with results similar to a theoretical normal distribution for narrower angles. The new prediction method for high frequency fluctuations is based in this direct correlation between velocity magnitude and direction fluctuations with turbulence intensity and transverse turbulence intensity, respectively. These two parameters can be estimated indirectly by numerical models, giving rise to a tool for the prediction of turbulence-related high frequency fluctuationgl
dc.description.peerreviewedSIgl
dc.description.sponsorshipThe authors would like to thank the Ministry of Environment of Japan for permission to publish of the data used in this study, which were obtained through the project for Promotion of Realization of Tidal Current Power Generation supported by the ministry in 2014 and 2015gl
dc.identifier.citationGarcia Novo, P., Kyozuka, Y., & Ginzo Villamayor, M. (2019). Evaluation of turbulence-related high-frequency tidal current velocity fluctuation. Renewable Energy, 139, 313-325. doi: 10.1016/j.renene.2019.02.035gl
dc.identifier.doi10.1016/j.renene.2019.02.035
dc.identifier.issn0960-1481
dc.identifier.urihttp://hdl.handle.net/10347/18640
dc.language.isoenggl
dc.publisherElseviergl
dc.relation.publisherversionhttps://doi.org/10.1016/j.renene.2019.02.035gl
dc.rights© 2019 Elsevier Ltd. All rights reserved. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/gl
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 Internacional
dc.rights.accessRightsopen accessgl
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectTidal energygl
dc.subjectTurbulencegl
dc.subjectADCPgl
dc.subjectADVgl
dc.titleEvaluation of turbulence-related high-frequency tidal current velocity fluctuationgl
dc.typejournal articlegl
dc.type.hasVersionAMgl
dspace.entity.typePublication
relation.isAuthorOfPublication20184528-0902-4f0d-a2e8-f7c5c4f5fff1
relation.isAuthorOfPublication.latestForDiscovery20184528-0902-4f0d-a2e8-f7c5c4f5fff1

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