Application of the envelope peaks over threshold (EPOT) method for probabilistic assessment of dynamic stability

被引:16
作者
Campbell, Bradley [1 ]
Belenky, Vadim [1 ]
Pipiras, Vladas [2 ]
机构
[1] David Taylor Model Basin NSWCCD, 9500 Macarthur Blvd, Bethesda, MD 20817 USA
[2] Univ N Carolina, 305 Hanes Hall, Chapel Hill, NC USA
关键词
Large roll; Statistical extrapolation; Generalized Pareto distribution; EPOT;
D O I
10.1016/j.oceaneng.2016.03.006
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
This paper reviews the research and development of the Envelope Peaks over Threshold (EPOT) method that has taken place in the last three years. The EPOT method is intended for the statistical extrapolation of ship motions and accelerations from time-domain numerical simulations, or possibly, from a model test. To model the relationship between probability- and time, the large roll angle events must be independent, so Poisson flow can be used. The method uses the envelope of the signal to ensure the independence of large exceedances. The most significant development was application of the generalized Pareto Distribution (GPD) for approximation of the tail, replacing the previously used Weibull distribution. This paper reviews the main aspects of modeling the GPD, including its mathematical justification, fitting the parameters of the distribution, and evaluating the probability of exceedance and its confidence interval. Published by Elsevier Ltd.
引用
收藏
页码:298 / 304
页数:7
相关论文
共 23 条
[1]  
[Anonymous], 2003, ORDER STAT, DOI DOI 10.1002/0471722162
[2]  
[Anonymous], REVSTAT STAT J
[3]  
[Anonymous], P 14 INT SHIP STAB W
[4]  
[Anonymous], NSWCCD50TR20050
[5]  
[Anonymous], P 14 INT SHIP STAB W
[6]  
[Anonymous], CSM7 COMPUTATIONAL S
[7]  
[Anonymous], SPLIT TIME METHOD ES
[8]  
[Anonymous], 2007, STATISCAL ANAL EXTRE
[9]  
[Anonymous], P 33 INT C OC OFFSH
[10]  
[Anonymous], P 12 INT C STAB SHIP