Deep-learning approach based on multi-data fusion for damage recognition of marine platforms under complex loads
Release Time:2024-09-14 Hits:
Date of Publication: 2024-05-21
Journal: Ocean Engineering
Volume: 303
ISSN: 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