用差分进化算法改进确定矩形基础下平均竖向应力增量的近似方法

IF 2.9 4区 综合性期刊 Q2 MULTIDISCIPLINARY SCIENCES
Ugur Dagdeviren
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引用次数: 0

摘要

外部荷载从结构的基础转移到土壤,引起土层应力增加。由于土体内部的应力增加随深度和给定深度的平面而变化,因此估计基础下平均应力增加的方法有利于有效的基础设计。本研究旨在开发基于优化的矩形基础平均竖向应力增量近似计算方法,其计算精度高于传统的2V:1H法,适用于不同L/B比的矩形基础。为此,利用Boussinesq应力表达式数值计算了12种不同L/B比下120个不同深度的地基投影内的垂直应力增量。利用差分进化算法对各L/B比下的膨胀斜率(k或k1、k2)和归一化临界深度(zcr/B)等近似模型参数进行优化。本文提出的三参数近似方法获得了最高的精度,与传统方法相比,RMSE平均降低了53%,而单参数模型的RMSE平均降低了9%。三参数模型的最大绝对误差在0.0217 ~ 0.0283之间,R2值大于0.9972。在传统方法的基础上,提出了一种实用新颖的三参数法,可以更可靠、更准确地估计弹性矩形基础下的平均竖向应力增量,大大减小了误差。本研究通过提高应力增加预测模型的准确性,为岩土工程做出贡献,有可能导致更经济、更安全的基础设计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improvement of the Approximate Method for Determining the Average Vertical Stress Increase Below the Rectangular Foundation Using Differential Evolution Algorithm

External loads transferred from the structure's foundations to the soil induce stress increases in the soil stratum. Since stress increases within the soil mass vary with depth and across the plane at a given depth, approaches that estimate the average stress increase under foundations can be advantageous for effective foundation design. This study aims to develop optimization-based approximate methods for calculating average vertical stress increases with higher accuracy than the conventional 2V:1H method for rectangular foundations with different L/B ratios. For this purpose, vertical stress increases within the foundation projection at 120 different depths for 12 different L/B ratios were numerically calculated using Boussinesq’s stress expressions. The model parameters of the proposed approximate models, such as expansion slopes (k or k1, k2) and normalized critical depth (zcr/B), for each L/B ratio were optimized using the differential evolution algorithm. The proposed three-parameter approximate method achieved the highest accuracy, reducing the RMSE values by an average of 53% compared to the conventional method, while the one-parameter model reduced the RMSE by 9%. The maximum absolute errors in the three-parameter model remained between 0.0217 and 0.0283, with R2 values greater than 0.9972. Building upon and improving the conventional method, this study presents a practical and novel three-parameter method that provides a more reliable and accurate estimation of the average vertical stress increase under flexible rectangular foundations, significantly reducing errors. This study contributes to geotechnical engineering by improving the accuracy of stress increase prediction models, potentially leading to more economical and safer foundation designs.

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来源期刊
Arabian Journal for Science and Engineering
Arabian Journal for Science and Engineering MULTIDISCIPLINARY SCIENCES-
CiteScore
5.70
自引率
3.40%
发文量
993
期刊介绍: King Fahd University of Petroleum & Minerals (KFUPM) partnered with Springer to publish the Arabian Journal for Science and Engineering (AJSE). AJSE, which has been published by KFUPM since 1975, is a recognized national, regional and international journal that provides a great opportunity for the dissemination of research advances from the Kingdom of Saudi Arabia, MENA and the world.
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