Damage Detection and Localization at the Jacket Support of an Offshore Wind Turbine Using Transformer Models
Héctor Triviño,
Cisne Feijóo,
Hugo Lugmania
et al.
Abstract:Early detection of damage in the support structure (submerged part) of an offshore wind turbine is crucial as it can help to prevent emergency shutdowns and extend the lifespan of the turbine. To this end, a promising proof-of-concept is stated, based on a transformer network, for the detection and localization of damage at the jacket-type support of an offshore wind turbine. To the best of the authors’ knowledge, this is the first time transformer-based models have been used for offshore wind turbine structur… Show more
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