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A multi-label and multi-stage damage identification method for complex structures

delete2025-12-19
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PRE
AI
R
Ren Mengyao
X
Xin Su
F
Feng Zhongyuan
张崎 cover
张崎 (Zhang Qi) *
Y
Yi Huang
DOI:10.1016/j.oceaneng.2025.123938delete
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Abstract

Abstract

En 中文
• Multi-label framework for accurate multi-location damage identification in structural health monitoring. • Residual-attention feature extractor enhances damage detection precision and robustness. • Method outperforms LSTM, TCN, GNN baselines in accuracy and generalization on real structures.

Journal

Ocean Engineering cover
Ocean Engineering
IF:
5.5
Papers:
7.2K
Citations:
7.6W

Organization

No organization information available
Cited Papers

Cited Papers

Wavelet-based AR-SVM for health monitoring of smart structures
err2012-11-30
err48
PREAI
errKim, Yeesock; Chong, Jo Woon; Chon, Ki H.; Kim, JungMi
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Industrial equipment structure multivariate regression prediction via random input and hybrid temporal neural networks
err2025-03-01
err0
PREAI
errDu, Hongze; Jiang, Lizhe; Zhao, Chunyu; Li, Wenbo; Bu, Yufeng; Xu, Qi; Zhang, Chenguang; Yan, Jun
errShare
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Deep learning and structural health monitoring: Temporal Fusion Transformers for anomaly detection in masonry towers
err2024-06-01
err2
errOAAI
errFalchi, Fabrizio; Girardi, Maria; Gurioli, Gianmarco; Messina, Nicola; Padovani, Cristina; Pellegrini, Daniele
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