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Bayesian model updating approach for semi-submersible platform using monitoring data
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Song LI1, Wen-hua WU1, 2, Wei-an YAO1
Journal of Ship Mechanics | 2024, 28(2) : 179 - 190
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Journal of Ship Mechanics | 2024, 28(2): 179-190
Hydrodynamics
Bayesian model updating approach for semi-submersible platform using monitoring data
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Song LI1, Wen-hua WU1, 2, Wei-an YAO1
Affiliations
  • 1.State Key Laboratory of Structural Analysis, Optimization and CAE Software for Industrial Equipment, Dalian University of Technology, Dalian 116024, China
  • 2.Ningbo Research Institute of Dalian University of Technology, Ningbo 315000, China
Published: 2024-02-20 doi: 10.3969/j.issn.1007-7294.2024.02.002
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With the long-term service of a semi-submersible platform at sea, the basic design parameters of the platform will change. If the platform is still analyzed based on the original design parameters, the accuracy of the results will be affected. In this paper, the basic parameters (displacement, center of gravity height and three-degree-of-freedom radius of rotation) that are easy to change during the service of a semi-submersible platform were taken as the updating parameters, the objective function was constructed by the variances, and wave frequency power spectral density of platform roll, pitch and heave, and a Bayesian parameter updating method of semi-submersible platform based on the monitoring data was established. With the monitoring data of a semi-submersible platform in China taken as an example, the parameter updating of the platform was carried out, and based on the updated parameters, the response of the platform under a multi-year return period environmental load was compared and evaluated.

semi-submersible platform  /  prototype monitoring  /  Bayesian  /  parameter updating  /  surrogate model
Song LI, Wen-hua WU, Wei-an YAO. Bayesian model updating approach for semi-submersible platform using monitoring data[J]. Journal of Ship Mechanics, 2024 , 28 (2) : 179 -190 . DOI: 10.3969/j.issn.1007-7294.2024.02.002
Year 2024 volume 28 Issue 2
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Article Info
doi: 10.3969/j.issn.1007-7294.2024.02.002
  • Receive Date:2023-08-20
  • Online Date:2026-03-21
  • Published:2024-02-20
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  • Received:2023-08-20
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    1.State Key Laboratory of Structural Analysis, Optimization and CAE Software for Industrial Equipment, Dalian University of Technology, Dalian 116024, China
    2.Ningbo Research Institute of Dalian University of Technology, Ningbo 315000, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
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Genus
种数
Number of
species
占总种数比例
Percentage of total
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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