Wind farm layout optimization with load constraints using surrogate modelling

Riccardo Riva*, Jaime Yikon Liew, Mikkel Friis-Møller, Nikolay Dimitrov, Emre Barlas, Pierre-Elouan Réthoré, Arvydas Beržonskis

*Corresponding author for this work

    Research output: Contribution to journalConference articleResearchpeer-review

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    Abstract

    Minimizing the cost of energy of a wind farm is a difficult task, which involves reducing the wake effects while satisfying several constraints. Due to its multidisciplinary nature, this problem is usually solved through numerical optimisers. TOPFARM is one of these tools, and in this paper, we have added to it a constraint on the fatigue loads. The efficiency of the implementation is guaranteed by an extensive use of gradients and load surrogate models. The paper is concluded by showing some case studies.
    Original languageEnglish
    Article number042035
    Book seriesJournal of Physics: Conference Series
    Volume1618
    Issue number4
    Number of pages11
    ISSN1742-6596
    DOIs
    Publication statusPublished - 2020
    EventTORQUE 2020 - Online event, Netherlands
    Duration: 28 Sept 20202 Oct 2020
    https://www.torque2020.org/

    Conference

    ConferenceTORQUE 2020
    LocationOnline event
    Country/TerritoryNetherlands
    Period28/09/202002/10/2020
    Internet address

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