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dc.creatorEcheverría, Fernandoes_ES
dc.creatorMallor Giménez, Fermínes_ES
dc.creatorSan-Miguel, Unaies_ES
dc.date.accessioned2019-07-01T09:27:44Z
dc.date.available2019-07-01T09:27:44Z
dc.date.issued2018
dc.identifier.issn1742-6596
dc.identifier.urihttps://hdl.handle.net/2454/33539
dc.descriptionTrabajo presentado a la 7th Conference on Science of Making Torque from Wind (TORQUE). Milán, 20-22 de junio de 2018.es_ES
dc.description.abstractThe approach of designing blades as a multi-disciplinary, holistic optimisation implies significant challenges owing to the high complexity of the involved factors such as aerodynamics, elasticity, controller and loads. Moreover, the large number of design variables complicates the intuitive analysis of the relationship between the design variables and responses. This paper presents the design variable exploration prior to blade optimisation, which reveals certain design variable combinations that lead to undesirable dynamic load amplification. Statistical tools, such as multiple logistic regression and fast and frugal decision trees, are applied to identify the conditions causing the phenomenon and predict the possible appearance under new design variable combinations.en
dc.format.extent9 p.
dc.format.mimetypeapplication/pdfen
dc.language.isoengen
dc.publisherIOP Publishingen
dc.relation.ispartofJournal of Physics: Conference Series 1037 (2018) 042014en
dc.rightsContent from this work may be used under the terms of the Creative Commons Attribution 3.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.en
dc.rights.urihttps://creativecommons.org/licenses/by/3.0/
dc.subjectBladesen
dc.subjectDesignen
dc.subjectOptimisationen
dc.titleDesign exploration prior to blade multi-disciplinary optimisationen
dc.typeinfo:eu-repo/semantics/conferenceObjecten
dc.typeContribución a congreso / Biltzarrerako ekarpenaes
dc.contributor.departmentUniversidad Pública de Navarra. Departamento de Estadística, Informática y Matemáticases_ES
dc.contributor.departmentNafarroako Unibertsitate Publikoa. Estatistika, Informatika eta Matematika Sailaeu
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessen
dc.rights.accessRightsAcceso abierto / Sarbide irekiaes
dc.identifier.doi10.1088/1742-6596/1037/4/042014
dc.relation.publisherversionhttps://doi.org/10.1088/1742-6596/1037/4/042014
dc.type.versioninfo:eu-repo/semantics/publishedVersionen
dc.type.versionVersión publicada / Argitaratu den bertsioaes


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Content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.
Except where otherwise noted, this item's license is described as Content from this work may be used under the terms of the Creative Commons Attribution 3.0 licence. Any further distribution of this work must maintain attribution to the author(s) and the title of the work, journal citation and DOI.