Maximum scour depth estimation around side-by-side piers due to spacing effects for sustainable hydraulic infrastructure design

Buddhadev Nandi , Subhasish Das
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Abstract

A lot of research has been done on single bridge piers using experimental, numerical or database-driven models. However, there have not been many studies on groups of piers placed next to each other in the cross-flow direction. This is important for bridge design, especially with increased traffic and new bridge structures being built. Closely spaced piers often have to be placed side by side to meet the growing traffic demand. This paper reviews past research on how water flows around side-by-side piers, focusing on its impact on scouring around the piers under clear water conditions. This paper thoroughly examines how various hydraulic factors, as discussed in previous studies, influence the maximum depth of scour (dm) including flow intensity, flow shallowness, sediment coarseness, constriction ratio, time, and side-by-side pier spacing. A new formula using Multiple Non-Linear Regression (MNLR) and Partial Least Squares Regression (PLSR) has been developed to determine dm around side-by-side piers and compared with the existing literature formulas. The formulas are evaluated using statistical parameters like correlation coefficient (R), Nash Sutcliffe Efficiency (NSE), Normalised Root Mean Squared Error (NRMSE), and Index Agreement (IA). Notably, the newly developed formula for side-by-side pier using MNLR shows the best performance with R= 0.93, NSE= 0.86, NRMSE= 0.09, IA= 0.96, and 96 % of values within ± 80 % accuracy. This study investigates flow structure interaction, based on how the pier spacing influences dm. The goal is to enhance the understanding of scour around side-by-side bridge piers, contributing to the development of resilient and sustainable infrastructure.
可持续水利基础设施设计中相邻桥墩的最大冲刷深度估算
对于单桥桥墩进行了大量的试验、数值或数据库驱动模型研究。然而,对桥墩群在横流方向相邻布置的研究还不多。这对桥梁设计很重要,尤其是随着交通的增加和新的桥梁结构的建造。为了满足日益增长的交通需求,密集的桥墩往往必须并排放置。本文综述了以往关于水在并排墩周围流动的研究,重点讨论了清水条件下水流对桥墩周围冲刷的影响。本文深入研究了前人研究中讨论的各种水力因素如何影响最大冲刷深度(dm),包括水流强度、水流浅度、泥沙粗度、收缩比、时间和并排墩间距。利用多元非线性回归(MNLR)和偏最小二乘回归(PLSR)建立了一个新的计算并排墩周围dm的公式,并与已有的公式进行了比较。使用相关系数(R)、纳什萨特克利夫效率(NSE)、标准化均方根误差(NRMSE)和指数一致性(IA)等统计参数对公式进行评估。值得注意的是,新开发的使用MNLR的并列墩公式显示出最佳性能,R= 0.93,NSE= 0.86,NRMSE= 0.09,IA= 0.96,96 %的值在± 80 %的精度范围内。本研究基于桥墩间距对dm的影响,探讨了流-结构相互作用。目的是增强对相邻桥墩冲刷的理解,有助于基础设施的弹性和可持续发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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