Detection of Jacket Offshore Wind Turbine Structural Damage using an 1D-Convolutional Neural Network with a Support Vector Machine Layer

被引:0
|
作者
Tutivén, Christian [1 ]
Moreno, Sueanny [1 ]
Vidal, Yolanda [2 ,3 ]
Benalcázar, Carlos [4 ]
机构
[1] ESPOL Polytechnic University, Escuela Superior Politécnica Del Litoral, Faculty of Mechanical Engineering and Production Science (FIMCP), Mechatronics Engineering, Campus Gustavo Galindo Km. 30.5 Vía Perimetral, P.O. Box 09-01-5863, Guayaquil, Ecuador
[2] Control, Modeling, Identification and Applications (CoDAlab), Department of Mathematics, Escola d'Enginyeria de Barcelona Est (EEBE), Universitat Politècnica de Catalunya (UPC), Campus Diagonal-Besós (CDB), Eduard Maristany, 16, Barcelona,08019, Spain
[3] Institute of Mathematics (IMTech), Universitat Politècnica de Catalunya (UPC), Pau Gargallo 14, Barcelona,08028, Spain
[4] Universidad ECOTEC, Km. 13.5 Vía a Samborondón, Guayaquil, Ecuador
来源
Journal of Physics: Conference Series | 2022年 / 2265卷 / 03期
关键词
Compendex;
D O I
2022 Science of Making Torque from Wind, TORQUE 2022
中图分类号
学科分类号
摘要
Support vector machines
引用
收藏
相关论文
共 1 条
  • [1] Damage Detection and Localization at the Jacket Support of an Offshore Wind Turbine Using Transformer Models
    Trivino, Hector
    Feijoo, Cisne
    Lugmania, Hugo
    Vidal, Yolanda
    Tutiven, Christian
    STRUCTURAL CONTROL & HEALTH MONITORING, 2023, 2023