Prediction of Hydrodynamic Characteristics of Quarter Circular Breakwater Using Stepwise Regression

R. Goyal, Kriti Singh, A. Hegde, G. Thakur
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引用次数: 3

Abstract

Quarter Circular Breakwater (QBW) is emerging as a new topic of research for port engineers worldwide, with a special emphasis on its hydrodynamic performance characteristics. QBW is a new type of breakwater based on the principles of Semicircular breakwater (SBW). The present paper discusses the development of prediction models for the coefficient of transmission of QBW using MATLAB based stepwise regression approach. Data used for the modeling was obtained from experiments conducted on scaled downed physical models of QBW in the regular wave flume available at the Marine Structures laboratory of the Department of Applied Mechanics and Hydraulics, National Institute of Technology Karnataka (NITK), Surathkal in India. Using the stepwise method to perform a multi-linear regression of the transmission coefficient (Kt), a relation was established in terms of independent parameters such as wave height (H), wave period (T) and depth of water (d).
四分之一圆防波堤水动力特性的逐步回归预测
四分之一圆防波堤(QBW)是世界范围内港口工程研究的一个新课题,其水动力特性是人们关注的重点。QBW是一种基于半圆防波堤原理的新型防波堤。本文讨论了基于MATLAB的逐步回归方法对QBW传输系数预测模型的建立。用于建模的数据来自于在印度苏拉特卡尔卡纳塔克邦国立理工学院应用力学和水力学系海洋结构实验室的常规波浪水槽中进行的按比例缩小的QBW物理模型实验。利用逐步回归方法对透射系数Kt进行多元线性回归,建立了波高(H)、波周期(T)和水深(d)等独立参数的关系。
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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