• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

采用光滑粒子流体动力学-离散单元法(SPH-DEM)对液滴撞击表面进行了数值模拟。

The numerical simulation of droplet impact on surfaces is conducted using the SPH-DEM method.

作者信息

Bu Shilong, Li Daming, Tao Hu, Hou Wenjie

机构信息

School of Civil Engineering, Lanzhou Jiaotong University, Lanzhou, China.

State Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin University, Tianjin, China.

出版信息

PLoS One. 2025 Jun 2;20(6):e0323418. doi: 10.1371/journal.pone.0323418. eCollection 2025.

DOI:10.1371/journal.pone.0323418
PMID:40455828
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12129337/
Abstract

The process of liquid droplet impinging upon the surface of particles entails complex dynamics and significant deformation. In this study, the smoothed particle hydrodynamics (SPH) method coupled with the discrete element method (DEM) is employed to investigate the motion process of liquid droplet impacting the particle surface. A surface tension model is introduced into the SPH motion equation to calculate the motion of the liquid droplet. In the SPH-DEM coupling module, the viscous force and capillary force between the liquid droplet and the particles are taken into account. The surface tension model is verified through two cases: the free deformation process of a stationary square liquid droplet and the impact of a liquid droplet on a hydrophobic wall. The accuracy of the DEM model is validated through experimental verification of dry particle collapse. And the experimental results validate the accuracy of the SPH-DEM model in simulating the liquid droplet impact on the particle surface. The simulation results are in good agreement with the experimental ones. Utilizing the SPH-DEM model, the influences of the droplet impact velocity and the particle diameter on the rebound phenomenon after the water droplet impacts the particle wall of the powder bed are respectively investigated. The results indicate that the higher the droplet impact velocity and the smaller the diameter of the powder bed particles, the faster the rebound rate of the droplet after impacting the powder bed layer.

摘要

液滴撞击颗粒表面的过程涉及复杂的动力学和显著的变形。在本研究中,采用光滑粒子流体动力学(SPH)方法与离散单元法(DEM)相结合来研究液滴撞击颗粒表面的运动过程。将表面张力模型引入SPH运动方程以计算液滴的运动。在SPH-DEM耦合模块中,考虑了液滴与颗粒之间的粘性力和毛细力。通过两种情况验证表面张力模型:静止方形液滴的自由变形过程和液滴对疏水壁的撞击。通过干颗粒坍塌的实验验证来验证DEM模型的准确性。实验结果验证了SPH-DEM模型在模拟液滴撞击颗粒表面方面的准确性。模拟结果与实验结果吻合良好。利用SPH-DEM模型,分别研究了液滴撞击速度和颗粒直径对水滴撞击粉末床颗粒壁后回弹现象的影响。结果表明,液滴撞击速度越高且粉末床颗粒直径越小,液滴撞击粉末床层后的回弹速率越快。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/24176c53c37f/pone.0323418.g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/1a295a1ee267/pone.0323418.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/98969059aba2/pone.0323418.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/1346fb03fd29/pone.0323418.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/e9caf3c2de65/pone.0323418.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/86509d0dcf71/pone.0323418.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/7d1a2e6c7a21/pone.0323418.g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/b1f9d80022f0/pone.0323418.g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/6b5fcbe01ca6/pone.0323418.g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/85a3a9950aac/pone.0323418.g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/e72926e004ec/pone.0323418.g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/a02a65ffe6d7/pone.0323418.g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/c74251eea1dd/pone.0323418.g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/24176c53c37f/pone.0323418.g013.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/1a295a1ee267/pone.0323418.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/98969059aba2/pone.0323418.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/1346fb03fd29/pone.0323418.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/e9caf3c2de65/pone.0323418.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/86509d0dcf71/pone.0323418.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/7d1a2e6c7a21/pone.0323418.g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/b1f9d80022f0/pone.0323418.g007.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/6b5fcbe01ca6/pone.0323418.g008.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/85a3a9950aac/pone.0323418.g009.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/e72926e004ec/pone.0323418.g010.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/a02a65ffe6d7/pone.0323418.g011.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/c74251eea1dd/pone.0323418.g012.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/72ac/12129337/24176c53c37f/pone.0323418.g013.jpg

相似文献

1
The numerical simulation of droplet impact on surfaces is conducted using the SPH-DEM method.采用光滑粒子流体动力学-离散单元法(SPH-DEM)对液滴撞击表面进行了数值模拟。
PLoS One. 2025 Jun 2;20(6):e0323418. doi: 10.1371/journal.pone.0323418. eCollection 2025.
2
SPH-DEM approach to numerically simulate the deformation of three-dimensional RBCs in non-uniform capillaries.采用光滑粒子流体动力学-离散单元法对非均匀毛细血管中三维红细胞的变形进行数值模拟。
Biomed Eng Online. 2016 Dec 28;15(Suppl 2):161. doi: 10.1186/s12938-016-0256-0.
3
An unresolved SPH-DEM model for simulation of ductile and brittle surface erosion by abrasive water-jet (AWJ) impact.一种用于模拟磨料水射流(AWJ)冲击导致的韧性和脆性表面侵蚀的未解决的光滑粒子流体动力学-离散单元法(SPH-DEM)模型。
Sci Rep. 2024 Oct 30;14(1):26115. doi: 10.1038/s41598-024-77009-1.
4
Virtual Experiments of Particle Mixing Process with the SPH-DEM Model.基于光滑粒子流体动力学-离散单元法模型的颗粒混合过程虚拟实验
Materials (Basel). 2021 Apr 25;14(9):2199. doi: 10.3390/ma14092199.
5
Smoothed particle hydrodynamics simulation of a laser pulse impact onto a liquid metal droplet.光滑粒子流体动力学模拟激光脉冲撞击液态金属液滴。
PLoS One. 2018 Sep 25;13(9):e0204125. doi: 10.1371/journal.pone.0204125. eCollection 2018.
6
Potential and constraints for the application of CFD combined with Lagrangian particle tracking to dry powder inhalers.CFD 结合拉格朗日粒子追踪在干粉吸入器中应用的潜力和限制。
Eur J Pharm Sci. 2019 Feb 1;128:299-324. doi: 10.1016/j.ejps.2018.12.008. Epub 2018 Dec 14.
7
SPH numerical simulation of non-steady sand ripple wind-sand flow structure.风沙流结构非定常沙纹的 SPH 数值模拟
Eur Phys J E Soft Matter. 2022 Feb 7;45(2):11. doi: 10.1140/epje/s10189-022-00168-4.
8
Numerical Investigation of the Particle Dynamics in a Rotorgranulator Depending on the Properties of the Coating Liquid.基于包衣液特性的转子制粒机中颗粒动力学的数值研究
Pharmaceutics. 2023 Jan 31;15(2):469. doi: 10.3390/pharmaceutics15020469.
9
Diffuse-interface modeling of liquid-vapor coexistence in equilibrium drops using smoothed particle hydrodynamics.使用光滑粒子流体动力学对平衡液滴中液-气共存进行扩散界面建模。
Phys Rev E Stat Nonlin Soft Matter Phys. 2014 Jul;90(1):013021. doi: 10.1103/PhysRevE.90.013021. Epub 2014 Jul 28.
10
Simulation of drop movement over an inclined surface using smoothed particle hydrodynamics.使用光滑粒子流体动力学模拟液滴在倾斜表面上的运动。
Langmuir. 2009 Oct 6;25(19):11459-66. doi: 10.1021/la901172u.

本文引用的文献

1
Understanding and Utilizing Droplet Impact on Superhydrophobic Surfaces: Phenomena, Mechanisms, Regulations, Applications, and Beyond.理解和利用液滴对超疏水表面的撞击:现象、机制、调控、应用及其他
Adv Mater. 2024 Mar;36(11):e2310177. doi: 10.1002/adma.202310177. Epub 2023 Dec 17.
2
Spreading, encapsulation and transition to arrested shapes during drop impact onto hydrophobic powders.液滴撞击疏水粉末过程中的铺展、包裹及向停滞形状的转变。
J Colloid Interface Sci. 2016 Apr 15;468:10-20. doi: 10.1016/j.jcis.2016.01.028. Epub 2016 Jan 20.
3
Raindrop impact on sand: a dynamic explanation of crater morphologies.
雨滴对沙地的撞击:弹坑形态的动力学解释
Soft Matter. 2015 Sep 7;11(33):6562-8. doi: 10.1039/c5sm00957j.
4
VOF simulations of the contact angle dynamics during the drop spreading: standard models and a new wetting force model.液滴铺展过程中接触角动力学的 VOF 模拟:标准模型和新的润湿力模型。
Adv Colloid Interface Sci. 2014 Oct;212:1-20. doi: 10.1016/j.cis.2014.07.004. Epub 2014 Jul 30.
5
Morphology scaling of drop impact onto a granular layer.液滴冲击颗粒层的形态缩放。
Phys Rev Lett. 2010 May 28;104(21):218001. doi: 10.1103/PhysRevLett.104.218001.
6
Dynamic behavior of the water droplet impact on a textured hydrophobic/superhydrophobic surface: the effect of the remaining liquid film arising on the pillars' tops on the contact time.液滴冲击具有微纳结构的疏/超疏水表面的动力学行为:液柱顶部残留液膜对接触时间的影响。
Langmuir. 2010 Apr 6;26(7):4831-8. doi: 10.1021/la903603z.
7
Modeling of surface tension and contact angles with smoothed particle hydrodynamics.基于光滑粒子流体动力学的表面张力和接触角建模。
Phys Rev E Stat Nonlin Soft Matter Phys. 2005 Aug;72(2 Pt 2):026301. doi: 10.1103/PhysRevE.72.026301. Epub 2005 Aug 9.
8
The effect of droplet size and powder particle size on the mechanisms of nucleation and growth in fluid bed melt agglomeration.液滴尺寸和粉末颗粒尺寸对流化床熔融团聚中成核和生长机制的影响。
Int J Pharm. 2002 Dec 5;249(1-2):185-97. doi: 10.1016/s0378-5173(02)00530-6.
9
Liquid drops and surface tension with smoothed particle applied mechanics.基于光滑粒子流体动力学的液滴与表面张力
Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics. 2000 Oct;62(4 Pt A):4968-75. doi: 10.1103/physreve.62.4968.