船体
可靠性(半导体)
蒙特卡罗方法
概率逻辑
不确定度量化
计算机科学
随机变量
有限元法
结构可靠性
大梁
一阶可靠性方法
数学优化
可靠性工程
结构工程
海洋工程
工程类
数学
机器学习
功率(物理)
统计
物理
量子力学
人工智能
作者
Vaso Mantzakopoulou,Konstantinos N. Anyfantis
摘要
The aim of this paper is to provide a robust framework to assist researchers in deciding which methods to use, depending on the problem at hand, in order to estimate the probability of failure of marine structural parts that are subjected to variable loads (both hull-girder and local pressure loads) that exhibit uncertainties in their material properties and that involve fabrication-related uncertainties. The limitations of analytical approaches both in deterministic mathematical modeling (strength formulas) and probabilistic estimation will be provided, and respective computational tools will be demonstrated (FEA and Monte Carlo simulation). The approach is showcased in flat and bow-defected rectangular plates through analytical and numerical approaches.
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