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Cluster-stabilized variable-projection dynamic mode decomposition for robust operational modal identification

delete2026-07-29
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PRE
AI
杨栋 cover
杨栋 (Dong Yang) *
F
Fang-Min Nie
S
Sheng-Kui Di
张晶 (Jing Zhang)
Y
Ye Yuan
M
Miaosi Dong
DOI:10.1016/j.compstruc.2026.108349delete
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Abstract

Abstract

En 中文
• Cluster-stabilized variable-projection DMD enables operational modal identification from noisy, nonstationary responses. • Variable-projection dynamic mode decomposition performs global sum-of-exponentials fitting with improved noise robustness. • Cross-rank stabilization with density-based clustering consolidates persistent modes and rejects spurious components.
Keywords:
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Dynamic mode decomposition
Variable projection
Operational modal analysis
Structural health monitoring
Bias reduction

Journal

C
COMPUTERS & STRUCTURES
IF:
4.8
Papers:
216
Citations:
0

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H
hong kong polytechnic university
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L
lanzhou jiaotong university
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2.5K
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G
Guangzhou University
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C
carnegie mellon university
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jinan university
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Papers: 2.6W
Citations: 38
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