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Surrogate-based optimization of tidal turbine arrays: a case study for the Faro-Olhão inlet

2019Journal article Open access
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dc.contributor.authorG-Gorbeña, Eduardo
dc.contributor.authorPacheco, André
dc.contributor.authorPlomaritis, Theocharis
dc.contributor.authorFerreira, Oscar
dc.contributor.authorSequeira, Claudia
dc.contributor.authorMoura, Theo
dc.date.accessioned2019-09-25T12:37:41Z
dc.date.available2019-09-25T12:37:41Z
dc.date.issued2019
dc.description.abstractThis paper presents a study for estimating the size of a tidal turbine array for the Faro-Olhão Inlet (Potugal) using a surrogate optimization approach. The method compromises problem formulation, hydro-morphodynamic modelling, surrogate construction and validation, and constraint optimization. A total of 26 surrogates were built using linear RBFs as a function of two design variables: number of rows in the array and Tidal Energy Converters (TECs) per row. Surrogates describe array performance and environmental effects associated with hydrodynamic and morphological aspects of the multi inlet lagoon. After validation, surrogate models were used to formulate a constraint optimization model. Results evidence that the largest array size that satisfies performance and environmental constraints is made of 3 rows and 10 TECs per row.pt_PT
dc.description.sponsorshipEduardo González-Gorbeña has received funding for the OpTiCA project (http://msca-optica.eu/) from the Marie Skłodowska-Curie Actions of the European Union's H2020-MSCA-IF-EF-RI-2016 / GA#: 748747. The paper is a contribution to the SCORE pro-ject, funded by the Portuguese Foundation for Science and Technology (FCT–PTDC/AAG-TEC/1710/2014). André Pacheco was supported by the Portuguese Foun-dation for Science and Technology under the Portuguese Researchers’ Programme 2014 entitled “Exploring new concepts for extracting energy from tides” (IF/00286/2014/CP1234).pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.doi10.1007/978-3-030-22744-9_43
dc.identifier.issn0302-9743
dc.identifier.urihttp://hdl.handle.net/10400.1/12782
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherSpringerpt_PT
dc.relationA rapid and reliable tool for assessing the malting quality of barley using automated optical analysis
dc.relationStudies of neurosecretion by remote control of exocytosis and endocytosis with ligt
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectHydro-morphodynamic modellingpt_PT
dc.subjectMarine renewable energypt_PT
dc.subjectRia Formosapt_PT
dc.titleSurrogate-based optimization of tidal turbine arrays: a case study for the Faro-Olhão inletpt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.awardTitleA rapid and reliable tool for assessing the malting quality of barley using automated optical analysis
oaire.awardTitleStudies of neurosecretion by remote control of exocytosis and endocytosis with ligt
oaire.awardURIinfo:eu-repo/grantAgreement/EC/FP7/218460/EU
oaire.awardURIinfo:eu-repo/grantAgreement/EC/FP7/210355/EU
oaire.citation.endPage561pt_PT
oaire.citation.startPage548pt_PT
oaire.citation.titleLecture Notes in Computer Sciencept_PT
oaire.citation.volume11538pt_PT
oaire.fundingStreamFP7
oaire.fundingStreamFP7
person.familyNameGonzález-Gorbeña Eisenmann
person.familyNamePacheco
person.familyNamePlomaritis
person.familyNameFerreira
person.familyNameSequeira
person.familyNameMoura
person.givenNameEduardo
person.givenNameAndré
person.givenNameTheocharis A.
person.givenNameÓscar
person.givenNameClaudia
person.givenNameTheo
person.identifierR-00H-4JJ
person.identifier.ciencia-idA01E-0330-5F5D
person.identifier.ciencia-id8014-35C4-8806
person.identifier.ciencia-idFB1D-6248-EB10
person.identifier.ciencia-id1F1C-DF44-94C9
person.identifier.ciencia-idD814-ADE8-29F8
person.identifier.orcid0000-0003-1996-7820
person.identifier.orcid0000-0002-8340-0629
person.identifier.orcid0000-0002-9819-0927
person.identifier.orcid0000-0001-9975-0036
person.identifier.orcid0000-0002-3817-4511
person.identifier.orcid0000-0003-2322-7518
person.identifier.ridC-9664-2019
person.identifier.scopus-author-id55432603300
person.identifier.scopus-author-id22836553200
person.identifier.scopus-author-id56770919100
project.funder.identifierhttp://doi.org/10.13039/501100008530
project.funder.identifierhttp://doi.org/10.13039/501100008530
project.funder.nameEuropean Commission
project.funder.nameEuropean Commission
rcaap.rightsopenAccesspt_PT
rcaap.typearticlept_PT
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