{"title":"采用实验设计方法对六路结微流控装置中双乳液滴的生成进行了数值研究","authors":"Somayyeh Bayazidi , Sasan Asiaei","doi":"10.1016/j.ijengsci.2025.104393","DOIUrl":null,"url":null,"abstract":"<div><div>This study uses numerical simulations based on the Volume of Fluid-Continuum Surface Force (VOF-CSF) method to investigate the controlled generation of double emulsion droplets in a six-way junction microfluidic device. Using Design of Experiments (DOE) and Response Surface Methodology (RSM) in a flow-focusing microfluidic device, the simultaneous effects of important parameters, including the inner phase capillary number and phase flow rates, on the double emulsion characteristics, including droplet size, shell thickness, frequency of compound droplet generation, and monodispersity are investigated for the first time. According to our findings, the most significant parameter determining the double emulsion characteristics is the outer phase flow rate. Multi-core double emulsion droplets are also generated when the inner phase capillary number and middle phase flow rate increases and outer phase flow rate decreases. Additionally, we show that the monodispersity of the double emulsion under the dripping and jetting flow patterns is acceptable for most of the applications within the range of input parameters. This research develops beyond conventional droplet generation techniques by identifying the optimal flow combinations and providing quantitative equations for precisely predicting and controlling double emulsion characteristics based on the simultaneous effects of input parameters. Additionally, the proposed model enables it possible to generate multiple double emulsions with a wide range of shell thicknesses and different numbers of internal drops. The findings provide an innovative approach for designing microfluidic systems that have been successfully used in the double emulsions generation, especially in complicated encapsulation systems and for the food and pharmaceutical industries.</div></div>","PeriodicalId":14053,"journal":{"name":"International Journal of Engineering Science","volume":"217 ","pages":"Article 104393"},"PeriodicalIF":5.7000,"publicationDate":"2025-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Numerical study and controlled generation of double emulsion droplet in a six-way junction microfluidic device using design of experiment method\",\"authors\":\"Somayyeh Bayazidi , Sasan Asiaei\",\"doi\":\"10.1016/j.ijengsci.2025.104393\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study uses numerical simulations based on the Volume of Fluid-Continuum Surface Force (VOF-CSF) method to investigate the controlled generation of double emulsion droplets in a six-way junction microfluidic device. Using Design of Experiments (DOE) and Response Surface Methodology (RSM) in a flow-focusing microfluidic device, the simultaneous effects of important parameters, including the inner phase capillary number and phase flow rates, on the double emulsion characteristics, including droplet size, shell thickness, frequency of compound droplet generation, and monodispersity are investigated for the first time. According to our findings, the most significant parameter determining the double emulsion characteristics is the outer phase flow rate. Multi-core double emulsion droplets are also generated when the inner phase capillary number and middle phase flow rate increases and outer phase flow rate decreases. Additionally, we show that the monodispersity of the double emulsion under the dripping and jetting flow patterns is acceptable for most of the applications within the range of input parameters. This research develops beyond conventional droplet generation techniques by identifying the optimal flow combinations and providing quantitative equations for precisely predicting and controlling double emulsion characteristics based on the simultaneous effects of input parameters. Additionally, the proposed model enables it possible to generate multiple double emulsions with a wide range of shell thicknesses and different numbers of internal drops. The findings provide an innovative approach for designing microfluidic systems that have been successfully used in the double emulsions generation, especially in complicated encapsulation systems and for the food and pharmaceutical industries.</div></div>\",\"PeriodicalId\":14053,\"journal\":{\"name\":\"International Journal of Engineering Science\",\"volume\":\"217 \",\"pages\":\"Article 104393\"},\"PeriodicalIF\":5.7000,\"publicationDate\":\"2025-10-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Engineering Science\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S002072252500179X\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Engineering Science","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S002072252500179X","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
Numerical study and controlled generation of double emulsion droplet in a six-way junction microfluidic device using design of experiment method
This study uses numerical simulations based on the Volume of Fluid-Continuum Surface Force (VOF-CSF) method to investigate the controlled generation of double emulsion droplets in a six-way junction microfluidic device. Using Design of Experiments (DOE) and Response Surface Methodology (RSM) in a flow-focusing microfluidic device, the simultaneous effects of important parameters, including the inner phase capillary number and phase flow rates, on the double emulsion characteristics, including droplet size, shell thickness, frequency of compound droplet generation, and monodispersity are investigated for the first time. According to our findings, the most significant parameter determining the double emulsion characteristics is the outer phase flow rate. Multi-core double emulsion droplets are also generated when the inner phase capillary number and middle phase flow rate increases and outer phase flow rate decreases. Additionally, we show that the monodispersity of the double emulsion under the dripping and jetting flow patterns is acceptable for most of the applications within the range of input parameters. This research develops beyond conventional droplet generation techniques by identifying the optimal flow combinations and providing quantitative equations for precisely predicting and controlling double emulsion characteristics based on the simultaneous effects of input parameters. Additionally, the proposed model enables it possible to generate multiple double emulsions with a wide range of shell thicknesses and different numbers of internal drops. The findings provide an innovative approach for designing microfluidic systems that have been successfully used in the double emulsions generation, especially in complicated encapsulation systems and for the food and pharmaceutical industries.
期刊介绍:
The International Journal of Engineering Science is not limited to a specific aspect of science and engineering but is instead devoted to a wide range of subfields in the engineering sciences. While it encourages a broad spectrum of contribution in the engineering sciences, its core interest lies in issues concerning material modeling and response. Articles of interdisciplinary nature are particularly welcome.
The primary goal of the new editors is to maintain high quality of publications. There will be a commitment to expediting the time taken for the publication of the papers. The articles that are sent for reviews will have names of the authors deleted with a view towards enhancing the objectivity and fairness of the review process.
Articles that are devoted to the purely mathematical aspects without a discussion of the physical implications of the results or the consideration of specific examples are discouraged. Articles concerning material science should not be limited merely to a description and recording of observations but should contain theoretical or quantitative discussion of the results.