Improvement of bubble distribution characteristics through multi-objective optimization of flow characteristics of a swirling flow type microbubble generator with fixed blades

IF 3.7 3区 工程技术 Q2 ENGINEERING, CHEMICAL Chemical Engineering Research & Design Pub Date : 2024-11-20 DOI:10.1016/j.cherd.2024.11.022
Yasuyuki Nishi , Hiroyuki Kogawa , Yuta Utsumi , Masatoshi Futakawa
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Abstract

Swirling flow type microbubble generators with fixed blades (hereafter referred to as "bubblers") can be easily downsized and upsized and can be easily integrated into existing facilities. For this reason, bubblers have been used for mercury targets; however, there is a need to improve the bubble distribution characteristics. The objective of this study is to establish a technique to rapidly improve bubble distribution characteristics through multi-objective optimization of the flow characteristics of this bubbler using single-phase flow computational fluid dynamics (CFD) analysis. Therefore, design variables for the bubbler blades were defined by applying turbomachinery design methods, and four flow characteristics were subjected to multi-objective optimization using single-phase flow CFD analysis and the response surface methods. While the resulting optimized bubbler increased the pressure loss coefficient by 0.9 %, it improved the wall shear stress by 3.4 %, the swirl number by 10.0 %, and the pressure reduction coefficient by 14.3 % compared to the original bubbler. Furthermore, experiments showed that the optimized bubbler produced smaller bubbles than the original bubbler, demonstrating that the multi-objective optimization design method can significantly improve the bubble distribution characteristics while maintaining the same pressure loss coefficient.
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通过多目标优化带固定叶片的漩涡流型微气泡发生器的流动特性来改善气泡分布特性
带有固定叶片的漩涡流式微气泡发生器(以下简称 "鼓泡器")可以很容易地缩小或增大,并且可以很容易地集成到现有设施中。因此,气泡发生器已被用于汞靶,但仍需改进气泡分布特性。本研究的目的是利用单相流计算流体动力学(CFD)分析,通过多目标优化起泡器的流动特性,建立一种快速改善气泡分布特性的技术。因此,应用透平机械设计方法确定了鼓泡器叶片的设计变量,并利用单相流 CFD 分析和响应面方法对四个流动特性进行了多目标优化。优化后的鼓泡器与原始鼓泡器相比,压力损失系数增加了 0.9%,壁面剪应力提高了 3.4%,漩涡数提高了 10.0%,压力降低系数提高了 14.3%。此外,实验表明,优化后的鼓泡器产生的气泡比原来的鼓泡器更小,这表明多目标优化设计方法可以在保持压力损失系数不变的情况下显著改善气泡分布特性。
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来源期刊
Chemical Engineering Research & Design
Chemical Engineering Research & Design 工程技术-工程:化工
CiteScore
6.10
自引率
7.70%
发文量
623
审稿时长
42 days
期刊介绍: ChERD aims to be the principal international journal for publication of high quality, original papers in chemical engineering. Papers showing how research results can be used in chemical engineering design, and accounts of experimental or theoretical research work bringing new perspectives to established principles, highlighting unsolved problems or indicating directions for future research, are particularly welcome. Contributions that deal with new developments in plant or processes and that can be given quantitative expression are encouraged. The journal is especially interested in papers that extend the boundaries of traditional chemical engineering.
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