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分段变化剪切环境中粘性泥沙絮凝的扩展熵模型

An Extended Entropic Model for Cohesive Sediment Flocculation in a Piecewise Varied Shear Environment.

作者信息

Zhu Zhongfan, Dou Jie

机构信息

Beijing Key Laboratory of Urban Hydrological Cycle and Sponge City Technology, College of Water Sciences, Beijing Normal University, Beijing 100875, China.

Three Gorges Research Center for Geo-Hazards, Ministry of Education, China University of Geosciences, Wuhan 430074, China.

出版信息

Entropy (Basel). 2021 Sep 28;23(10):1263. doi: 10.3390/e23101263.

Abstract

In this study, an extended model for describing the temporal evolution of a characteristic floc size of cohesive sediment particles when the flocculation system is subject to a piecewise varied turbulent shear rate was derived by the probability methods based on the Shannon entropy theory following Zhu (2018). This model only contained three important parameters: initial and steady-state values of floc size, and a parameter characterizing the maximum capacity for floc size increase (or decay), and it can be adopted to capture well a monotonic pattern in which floc size increases (or decays) with flocculation time. Comparison with 13 literature experimental data sets regarding floc size variation to a varied shear rate showed the validity of the entropic model with a high correlation coefficient and few errors. Furthermore, for the case of tapered shear flocculation, it was found that there was a power decay of the capacity parameter with the shear rate, which is similar to the dependence of the steady-state floc size on the shear rate. The entropic model was further parameterized by introducing these two empirical relations into it, and the finally obtained model was found to be more sensitive to two empirical coefficients that have been incorporated into the capacity parameter than those in the steady-state floc size. The proposed entropic model could have the potential, as an addition to existing flocculation models, to be coupled into present mature hydrodynamic models to model the cohesive sediment transport in estuarine and coastal regions.

摘要

在本研究中,基于朱(2018年)的研究,采用概率方法并依据香农熵理论,推导了一个扩展模型,用于描述絮凝系统在分段变化的湍流剪切速率作用下粘性沉积物颗粒特征絮凝体尺寸的时间演变。该模型仅包含三个重要参数:絮凝体尺寸的初始值和稳态值,以及一个表征絮凝体尺寸增长(或衰减)最大能力的参数,它能够很好地捕捉絮凝体尺寸随絮凝时间增加(或衰减)的单调模式。与13个关于不同剪切速率下絮凝体尺寸变化的文献实验数据集进行比较,结果表明熵模型具有较高的相关系数和较少的误差,验证了其有效性。此外,对于渐变剪切絮凝的情况,发现容量参数随剪切速率呈幂律衰减,这与稳态絮凝体尺寸对剪切速率的依赖性相似。通过将这两个经验关系引入熵模型,对其进行了进一步参数化,结果发现最终得到的模型对已纳入容量参数的两个经验系数比稳态絮凝体尺寸中的经验系数更为敏感。所提出的熵模型作为现有絮凝模型的补充,有可能被耦合到当前成熟的水动力模型中,以模拟河口和海岸地区的粘性沉积物输运。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2bb4/8534355/a182f3eedd5e/entropy-23-01263-g007.jpg

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