Structural Damage Classification in a Jacket-Type Wind-Turbine Foundation Using Principal Component Analysis and Extreme Gradient Boosting

Structural Damage Classification in a Jacket-Type Wind-Turbine Foundation Using Principal Component Analysis and Extreme Gradient Boosting

Damage classification is an important topic in the development of structural health monitoring systems. When applied to wind-turbine foundations, it provides information about the state of the structure, helps in maintenance, and prevents catastrophic failures. A data-driven pattern-recognition meth...

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Bibliographic Details
Main Authors: Jersson X. Leon-Medina, Maribel Anaya, Núria Parés, Diego A. Tibaduiza, Francesc Pozo
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Sensors
Subjects:
structural health monitoring
principal component analysis
extreme gradient boosting
machine learning
classification
wind-turbine foundation
Online Access:https://www.mdpi.com/1424-8220/21/8/2748

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