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基于层次分析法的可持续设计优化的 k 均值优先级聚类法对三维无源微混合器的性能分析

Performance analysis of three-dimensional passive micromixers using k-means priority clustering with AHP-based sustainable design optimization.

作者信息

Javed Syed Farhan, Khan M Emran, Yahya Zeinebou, Idrisi M Javed, Tenna Worku

机构信息

Department of Mechanical Engineering, Jamia Millia Islamia, New Delhi, 110025, India.

Department of Physics, College of Science, Qassim University, Buraidah, Al-Qassim, 51452, Saudi Arabia.

出版信息

Sci Rep. 2025 May 25;15(1):18140. doi: 10.1038/s41598-025-03183-5.

Abstract

This novel study presents an in-depth mathematical analysis, investigation, and comparative peculiar assessment of mixing behaviors across different microchannel configurations: the Simple T-shape, Spiral T-shape, and Three-Dimensional Serpentine Passive Micromixer (TDSPM). Considering the pivotal role of micromixing in various applications, the research thoroughly employs the Navier-Stokes equations to analyze flow dynamics and measure the mixing performance of water and water-dye mixtures. The TDSPM, with its distinctive rectangular inlet duct and U-shaped repeating structures, optimizes fluid interaction by constricting flow pathways. The study highlights the superior performance of the TDSPM and thoroughly evaluates the mixing indices for all three micromixer types at Reynolds numbers ranging from 5 to 250. From the priority analysis, Reynolds number (38.49%) and velocity (38.69%) are the most influential factors in micromixer performance, followed by mixing path length (15.35%) and channel width (6.87%). Test 18 (Re = 200, Mixing Path = 25 mm, Velocity = 4.2 m/s, Channel Width = 5 mm) achieves 98% mixing efficiency with a 500 Pa pressure drop, optimizing performance with lower energy costs. Finally, this design leads to remarkable improvements in mixing efficiency over a broad spectrum of Reynolds numbers.

摘要

这项新颖的研究对不同微通道结构(简单T形、螺旋T形和三维蛇形被动微混合器(TDSPM))的混合行为进行了深入的数学分析、研究和比较特性评估。考虑到微混合在各种应用中的关键作用,该研究充分运用纳维-斯托克斯方程来分析流动动力学,并测量水和水-染料混合物的混合性能。TDSPM具有独特的矩形入口管道和U形重复结构,通过收缩流动路径优化流体相互作用。该研究突出了TDSPM的卓越性能,并全面评估了所有三种微混合器类型在雷诺数从5到250范围内的混合指数。从优先级分析来看,雷诺数(38.49%)和速度(38.69%)是微混合器性能中最具影响力的因素,其次是混合路径长度(15.35%)和通道宽度(6.87%)。测试18(雷诺数=200,混合路径=25毫米,速度=4.2米/秒,通道宽度=5毫米)在500帕的压降下实现了98%的混合效率,以较低的能源成本优化了性能。最后,这种设计在广泛的雷诺数范围内显著提高了混合效率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8c6b/12104390/dd4ec9a9d9f9/41598_2025_3183_Fig1_HTML.jpg

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