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Deep-learning approach based on multi-data fusion for damage recognition of marine platforms under complex loads

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Date of Publication:2024-05-21

Journal:Ocean Engineering

Volume:303

ISSN No.:0029-8018

Key Words:accuracy assessment; algorithm; And current load; complexity; Condition; Current loads; Damage detection; Damage Identification; damage mechanics; Deep learning; experimental study; finite element method; Gaussian noise (electronic); Gaussian white noise; Gaussian white noise load; Jacket platforms; jack up platform; Learning algorithms; Learning approach; loading test; machine learning; model validation; Multi-datum; offshore engineering; Pacific Ocean; South China Sea; structural analysis; Structural health monitoring; structural response; wave-structure interaction; White noise; wind field

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