Damage identification of trusses using limited modal features and ensemble learning
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A damage diagnosis method for trusses based on incomplete free vibration properties utilizing ensemble learning, e.g. Extreme gradient boosting (XGBoost), is presented in this work. Owing to the lack of measurement sensors, modal features are only measured at master degrees of freedom (DOFs) of a few first models instead of all DOFs of a structural system.
Nội dung trích xuất từ tài liệu:
Damage identification of trusses using limited modal features and ensemble learning
Nội dung trích xuất từ tài liệu:
Damage identification of trusses using limited modal features and ensemble learning
Tìm kiếm theo từ khóa liên quan:
Civil engineering Damage diagnosis Free vibration Ensemble learning Extreme gradient boosting Modal strain energy-based indexTài liệu có liên quan:
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