{"title":"通过冲击气体射流脉冲去除固体表面的颗粒:实验结果与 CFD-DEM 建模结果的比较","authors":"Jens P. Metzger , Carsten Mehring","doi":"10.1016/j.jaerosci.2024.106364","DOIUrl":null,"url":null,"abstract":"<div><p>Computational and experimental studies are performed to investigate the influence of a gas jet pulse impinging perpendicularly onto a flat solid surface seeded with a monolayer of spherical particles. A numerical resuspension model is derived to predict particle release into the gas phase during jet impingement. To this end, discrete particles are immersed in a continuous gas phase modeled via Large Eddy Simulation to capture the effect of jet turbulence on the particle detachment process. Two-way coupling between particulate and gas phase is established via a near-wall particle drag model and a lift model. Direct particle–wall interactions are captured with adhesion, rolling friction and sliding friction models. To validate the overall modeling approach, numerical results are compared with resuspension experiments for monodisperse polystyrene particles placed on a glass slide. Simulations show that the particles preferentially mobilize by rolling, followed to a limited extend by lift off from the solid surface driven by aerodynamic forces and particle–particle collisions. Resuspension occurs in the first instants after jet impingement. Computational and experimental results for removal efficiency <span><math><mi>Γ</mi></math></span> are in good agreement in terms of the location of their <span><math><msub><mrow><mi>r</mi></mrow><mrow><mn>50</mn></mrow></msub></math></span> parameter, i.e., the radial position where 50% of the particles have been removed by the jet; both results show a linear dependence between the <span><math><msub><mrow><mi>r</mi></mrow><mrow><mn>50</mn></mrow></msub></math></span> value and the jet Reynolds number of the impinging jet. However, experimental <span><math><mrow><mi>Γ</mi><mrow><mo>(</mo><mi>r</mi><mo>)</mo></mrow></mrow></math></span> curves generally have a smooth sigmoidal shape whereas numerical results predict a sharp transition. Some model shortcomings are identified which lead to an underprediction of particle lift-off and which explain the observed differences. Furthermore, the experimental <span><math><mi>Γ</mi></math></span> curves nearly collapse onto each other when plotted over the predicted local wall-shear stress.</p></div>","PeriodicalId":14880,"journal":{"name":"Journal of Aerosol Science","volume":"179 ","pages":"Article 106364"},"PeriodicalIF":3.9000,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0021850224000314/pdfft?md5=f5a796fa7134c18f73f7ae2d914a84c8&pid=1-s2.0-S0021850224000314-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Particle removal from solid surfaces via an impinging gas jet pulse: Comparison between experimental and CFD-DEM modeling results\",\"authors\":\"Jens P. Metzger , Carsten Mehring\",\"doi\":\"10.1016/j.jaerosci.2024.106364\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Computational and experimental studies are performed to investigate the influence of a gas jet pulse impinging perpendicularly onto a flat solid surface seeded with a monolayer of spherical particles. A numerical resuspension model is derived to predict particle release into the gas phase during jet impingement. To this end, discrete particles are immersed in a continuous gas phase modeled via Large Eddy Simulation to capture the effect of jet turbulence on the particle detachment process. Two-way coupling between particulate and gas phase is established via a near-wall particle drag model and a lift model. Direct particle–wall interactions are captured with adhesion, rolling friction and sliding friction models. To validate the overall modeling approach, numerical results are compared with resuspension experiments for monodisperse polystyrene particles placed on a glass slide. Simulations show that the particles preferentially mobilize by rolling, followed to a limited extend by lift off from the solid surface driven by aerodynamic forces and particle–particle collisions. Resuspension occurs in the first instants after jet impingement. Computational and experimental results for removal efficiency <span><math><mi>Γ</mi></math></span> are in good agreement in terms of the location of their <span><math><msub><mrow><mi>r</mi></mrow><mrow><mn>50</mn></mrow></msub></math></span> parameter, i.e., the radial position where 50% of the particles have been removed by the jet; both results show a linear dependence between the <span><math><msub><mrow><mi>r</mi></mrow><mrow><mn>50</mn></mrow></msub></math></span> value and the jet Reynolds number of the impinging jet. However, experimental <span><math><mrow><mi>Γ</mi><mrow><mo>(</mo><mi>r</mi><mo>)</mo></mrow></mrow></math></span> curves generally have a smooth sigmoidal shape whereas numerical results predict a sharp transition. Some model shortcomings are identified which lead to an underprediction of particle lift-off and which explain the observed differences. Furthermore, the experimental <span><math><mi>Γ</mi></math></span> curves nearly collapse onto each other when plotted over the predicted local wall-shear stress.</p></div>\",\"PeriodicalId\":14880,\"journal\":{\"name\":\"Journal of Aerosol Science\",\"volume\":\"179 \",\"pages\":\"Article 106364\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2024-03-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S0021850224000314/pdfft?md5=f5a796fa7134c18f73f7ae2d914a84c8&pid=1-s2.0-S0021850224000314-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Aerosol Science\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0021850224000314\",\"RegionNum\":3,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, CHEMICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Aerosol Science","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0021850224000314","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, CHEMICAL","Score":null,"Total":0}
Particle removal from solid surfaces via an impinging gas jet pulse: Comparison between experimental and CFD-DEM modeling results
Computational and experimental studies are performed to investigate the influence of a gas jet pulse impinging perpendicularly onto a flat solid surface seeded with a monolayer of spherical particles. A numerical resuspension model is derived to predict particle release into the gas phase during jet impingement. To this end, discrete particles are immersed in a continuous gas phase modeled via Large Eddy Simulation to capture the effect of jet turbulence on the particle detachment process. Two-way coupling between particulate and gas phase is established via a near-wall particle drag model and a lift model. Direct particle–wall interactions are captured with adhesion, rolling friction and sliding friction models. To validate the overall modeling approach, numerical results are compared with resuspension experiments for monodisperse polystyrene particles placed on a glass slide. Simulations show that the particles preferentially mobilize by rolling, followed to a limited extend by lift off from the solid surface driven by aerodynamic forces and particle–particle collisions. Resuspension occurs in the first instants after jet impingement. Computational and experimental results for removal efficiency are in good agreement in terms of the location of their parameter, i.e., the radial position where 50% of the particles have been removed by the jet; both results show a linear dependence between the value and the jet Reynolds number of the impinging jet. However, experimental curves generally have a smooth sigmoidal shape whereas numerical results predict a sharp transition. Some model shortcomings are identified which lead to an underprediction of particle lift-off and which explain the observed differences. Furthermore, the experimental curves nearly collapse onto each other when plotted over the predicted local wall-shear stress.
期刊介绍:
Founded in 1970, the Journal of Aerosol Science considers itself the prime vehicle for the publication of original work as well as reviews related to fundamental and applied aerosol research, as well as aerosol instrumentation. Its content is directed at scientists working in engineering disciplines, as well as physics, chemistry, and environmental sciences.
The editors welcome submissions of papers describing recent experimental, numerical, and theoretical research related to the following topics:
1. Fundamental Aerosol Science.
2. Applied Aerosol Science.
3. Instrumentation & Measurement Methods.