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Electromechanical Impedance-Based Damage Detection Using Machine Learning Approaches

Electromechanical impedance-based structural health monitoring has been the subject of extensive research in recent decades. The method’s low cost and ability to detect minor structural damages make it an appealing alternative to other non-destructive techniques. Ongoing research on damage detection...

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Principais autores: Paulo Elias Carneiro Pereira, Stanley Washington Ferreira de Rezende, Bruno Pereira Barella, José dos Reis Vieira de Moura Junior, Roberto Mendes Finzi Neto
Format: Artigo
Sprog:Inglês
Udgivet: Universidad Nacional de Colombia 2024-12-01
Serier:Ingeniería e Investigación
Fag:
electromechanical impedance method
k-means algorithm
decision tree
random forest
structural health monitoring
Online adgang:https://revistas.unal.edu.co/index.php/ingeinv/article/view/111646
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