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Probability characteristics of ice loads on polar ships based on the Monte Carlo method
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Hai-bo DONG1, 2, 3, Shi-chao FENG2, 3, Jun-jie LIU2, 3, Jin-song XIA2, 3
Journal of Ship Mechanics | 2025, 29(8) : 1250 - 1260
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Journal of Ship Mechanics | 2025, 29(8): 1250-1260
Structural Mechanics
Probability characteristics of ice loads on polar ships based on the Monte Carlo method
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Hai-bo DONG1, 2, 3, Shi-chao FENG2, 3, Jun-jie LIU2, 3, Jin-song XIA2, 3
Affiliations
  • 1.College of Shipbullding Engineering, Harbin Engineering University, Harbin I5000l, China
  • 2.China Ship Scientific Research Center, Wuxi 214082, China
  • 3.National Key Laboratory of Ship Structural Safety, Wuxi 214082, China
Published: 2025-08-20 doi: 10.3969/j.issn.1007-7294.2025.08.007
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The study of probability characteristics of ice loads can offer more precise input loads for the assessment of ship structural safety, taking into account the uncertainties involved in the interaction between polar ships and sea ice. By integrating the ice load estimation formula with a statistical characteristic analysis method, a Monte Carlo-based approach was proposed to investigate the probabilistic characteristics of ice loads on polar ships. According to the typical sea area and route, the scenarios of interaction between the midship and bow of the vessel with sea ice were considered separately. Based on the study of the probability distribution types and statistical parameters of the relevant variables, the ice loads at different positions was calculated by the method presented in this paper, and the corresponding probability density function was obtained. It can be found that the probability characteristics of ice force in the midship can be accurately modeled by a normal distribution, and the Weibull distribution can be used to describe the probability characteristics of both horizontal and vertical ice forces at the bow. Moreover, the horizontal force exerted on the ship due to ice crushing is significantly greater than that resulting from its bending failure.

probability characteristics of ice loads  /  Monte Carlo method  /  probability density function  /  probability paper  /  maximum likelihood estimate
Hai-bo DONG, Shi-chao FENG, Jun-jie LIU, Jin-song XIA. Probability characteristics of ice loads on polar ships based on the Monte Carlo method[J]. Journal of Ship Mechanics, 2025 , 29 (8) : 1250 -1260 . DOI: 10.3969/j.issn.1007-7294.2025.08.007
Year 2025 volume 29 Issue 8
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Article Info
doi: 10.3969/j.issn.1007-7294.2025.08.007
  • Receive Date:2025-02-22
  • Online Date:2026-03-26
  • Published:2025-08-20
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  • Received:2025-02-22
Affiliations
    1.College of Shipbullding Engineering, Harbin Engineering University, Harbin I5000l, China
    2.China Ship Scientific Research Center, Wuxi 214082, China
    3.National Key Laboratory of Ship Structural Safety, Wuxi 214082, 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
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
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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