End-to-end learning for wind turbine blades: from imagery data to defect repair recommendations

Authors: Pérez i Gonzalo, Raül

Contributors: University/Department: Universitat Politècnica de Catalunya. Institut d'Organització i Control de Sistemes Industrials

Thesis Advisors: Agudo Martínez, Antonio

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Wind Turbine Maintenance, Image Segmentation, Deep Discriminant Analysis, Colorspace Optimization, Probability Loss, Region-Growing, Generative Models, Latent-space Augmentation, Dual Image Compression, ROI Coding, Àrees temàtiques de la UPC::Energies, Àrees temàtiques de la UPC::Enginyeria mecànica, Àrees temàtiques de la UPC::Informàtica, 621 - Enginyeria mecànica en general. Tecnologia nuclear. Electrotècnia. Maquinària, 620 - Assaig de materials. Material comercials. Economia de l'energia, 004 - Informàtica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/694227
https://dx.doi.org/10.5821/dissertation-2117-427818

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