曲面驱动下随时间卡森-卡罗纳米流体不可逆性的统计和数值研究:回归分析

Q1 Mathematics
P. Kumar , AR. Ajaykumar , F. Almeida , S. Saranya , Qasem Al-Mdallal
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引用次数: 0

摘要

本文提供了卡森-卡罗纳米流体在弯曲特征的连续细长薄片上瞬态流动的统计和数值方法。流动受到各种产生、焦耳加热、非线性热辐射、活化能、二阶滑移和对流周边条件的影响。确定优化传热率的参数并使用这些参数应用适当的统计工具来优化传热率是本研究背后的两个动机。对生成的熵进行回归分析;采用响应面法进行统计分析。对于所考虑的问题,已经实施了Runge-Kutta-Fehlberg 4 - 5阶方案。这里的研究表明,虽然达西数和一阶滑移使速度减速,但二阶滑移改善了速度状态。此外,研究表明活化能参数对质量弥散有影响,而化学反应参数对质量弥散有负作用。随着布林克曼数的增加,熵产也随之增加,流体摩擦的不可逆性变得更加普遍。随着非稳态和活化能参数的增加,舍伍德数减小。通过等温线和流线的可视化表示来显示流动和温度模式,作为研究的总结。在RSM实验中,相关系数达到了99.93%。帕累托图指定2.2为所考虑的统计实验设计的关键点。对于各级热源参数和埃克特数,辐射参数均表现为正敏感性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Statistical and numerical investigation of irreversibility for time-dependent Casson-Carreau nanofluid flow driven by curved surface: Regression analysis
Statistical and numerical approach is provided in the current article for Casson-Carreau nanofluid transient flow over continuously elongated sheet of curved feature. The flow is subjected under the various generation, Joule heating, non-linear thermal radiation, activation energy, second order slip, and convective peripheral conditions. Identifying the parameters that optimize the heat transfer rate and using those parameters applying the appropriate statistical tool to optimize the heat transfer rate are the two motives behind this study. A regression analysis is executed on the entropy generated; it has analyzed statistically using response surface methodology. For the issue under consideration, a Runge-Kutta-Fehlberg 4–5th order scheme has been implemented. Here, the study shows that although the Darcy number and first order slip decelerates velocity, the second order slip improves the velocity regime. Additionally, the study has showed that the activation energy parameter leverages the same, while chemical reaction parameter has negative effect on mass dispersion. With an increase in Brinkmann number, entropy production likewise rises, and fluid friction irreversibilities become more prevalent. As unsteadiness and activation energy parameters increase, Sherwood number declines. The visual representation of isotherms and streamlines is presented to display the flow and temperature pattern as a summary of the study. For the experimental setup by RSM, the better correlation coefficient is 99.93 % attained. The Pareto-chart specifies 2.2 to be the vital point for the statistical experimental design considered. For all the levels of heat source parameter and Eckert number, Radiation parameter exhibits positive sensitivity.
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来源期刊
CiteScore
6.20
自引率
0.00%
发文量
138
审稿时长
14 weeks
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