Thesis Open Access

Exploration of optimisation and machine learning methods in the fields of aircraft design

Riolo V.


DataCite XML Export

<?xml version='1.0' encoding='utf-8'?>
<resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.1/metadata.xsd">
  <identifier identifierType="DOI">10.5281/zenodo.4672244</identifier>
  <creators>
    <creator>
      <creatorName>Riolo V.</creatorName>
      <affiliation>EPFL</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Exploration of optimisation and machine learning methods in the fields of aircraft design</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2020</publicationYear>
  <subjects>
    <subject>Master Thesis</subject>
  </subjects>
  <contributors>
    <contributor contributorType="Supervisor">
      <contributorName>Jungo A.</contributorName>
      <affiliation>CFS Engineering</affiliation>
    </contributor>
    <contributor contributorType="Supervisor">
      <contributorName>Vos J.B.</contributorName>
      <affiliation>CFS Engineering</affiliation>
    </contributor>
  </contributors>
  <dates>
    <date dateType="Issued">2020-09-23</date>
  </dates>
  <resourceType resourceTypeGeneral="Text">Thesis</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/4672244</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.4672243</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/agile4</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;Multi-disciplinary Analysis and Optimisation is a commonly used method in conceptual aircraft design. Combined with the power of computers an efficient tool can be developed to generate optimised or new designs for aircraft. The following report describes the implementation of two numerical tools within a conceptual design environment for the optimisation of an aircraft design and the use of surrogate models to approximate costly computations.&lt;/p&gt;</description>
  </descriptions>
</resource>
75
55
views
downloads
All versions This version
Views 7575
Downloads 5555
Data volume 34.8 MB34.8 MB
Unique views 6868
Unique downloads 4646

Share

Cite as