Pair-Copula-based trivariate joint probability model of wind speed, wind direction and angle of attack

风速 连接词(语言学) 联合概率分布 概率分布 风向 边际分布 数学 反向 气象学 结构工程 统计 工程类 几何学 随机变量 计量经济学 地理
作者
Jinxiang Zhang,Mingjin Zhang,Xulei Jiang,Lianhuo Wu,Jingxi Qin,Yongle Li
出处
期刊:Journal of Wind Engineering and Industrial Aerodynamics [Elsevier]
卷期号:225: 105010-105010 被引量:21
标识
DOI:10.1016/j.jweia.2022.105010
摘要

The temporal and spatial distribution of wind fields in the deep-cut gorge bridge site is complex, and the impact of different incoming flows on the structure is also essentially different. Therefore, it is essential to comprehensively consider the correlation between wind direction, wind speed, and angle of attack. The joint probability models between average wind parameters are first established using the Pair-Copula decomposition based on the field-measured data. Then, the concept of the probability-segmentation-based first order inverse reliability method (PSB-IFORM) is proposed for calculating the environmental surface of the multi-peak joint distribution model. The results show that the mixed von Mises distribution is ideal to fit the wind direction with multi-peak characteristics. The trivariate joint probability model constructed in this paper ultimately represents the correlation of average wind parameters, and the most unfavorable combination of design wind parameters can be found on the environmental surface. Furthermore, the proposed PSB-IFORM can effectively avoid the defects of the inverse first-order reliability method (IFORM) and the conservative highest probability contour (HDC) method in solving the multi-peak joint probability distribution model. This study is of particular interest to researchers and engineers engaged in wind resistance of mountain structures.

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