Anti-freezing characteristics of water droplet impinging the superhydrophobic surface: An experimental and predictive study

被引:36
作者
Wang, Xin [1 ]
Tang, Zhiwen [1 ]
Xu, Bo [1 ,2 ,3 ]
Chen, Zhenqian [1 ,2 ,3 ]
机构
[1] Southeast Univ, Sch Energy & Environm, Nanjing, Peoples R China
[2] Southeast Univ, Sch Energy & Environm, Jiangsu Prov Key Lab Solar Energy Sci & Technol, Nanjing, Peoples R China
[3] Southeast Univ, Sch Energy & Environm, Key Lab Energy Thermal Convers & Control, Minist Educ, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
Superhydrophobic; Anti-freezing; Droplet impact; Temperature limit; Machine learning; IMPACT; DYNAMICS;
D O I
10.1016/j.apsusc.2021.150717
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Water freezing has a significant and non-negligible influence on the aircraft, power transmission lines and operational efficiency of industrial facilities. Therefore, it is of great value and meaning to deeply understand the dynamic behaviors of water droplet impacting the supercooled superhydrophobic surface. In this work, effects of impact velocity, surface temperature and inclined angle on the impinging droplet dynamics are visually investigated. The machine learning model is first proposed to predict the rebound height and temperature limit of fully rebound. The results demonstrate that a larger impact velocity shifts the temperature limit of completely rebound to a higher surface temperature. However, it has little effect on the spreading time and contact time. As the temperature further decreases, portion of droplet is pinned on the substrate instead of fully rebound and the volume of residual droplet increases. As the inclined angle increases, both contact time and rebound height decreases. Due to driven by the tangential component of gravity, width of droplet before detachment increases while the stretched length decreases. The optimal temperature limit of fully rebound is -35 degrees C with the inclined angle of 30 degrees and We = 19, showing a significant improvement compared to the temperature limit on a horizontal surface.
引用
收藏
页数:12
相关论文
共 39 条
[1]   Towards the shortest possible contact time: Droplet impact on cylindrical superhydrophobic surfaces structured with macro-scale features [J].
Abolghasemibizaki, Mehran ;
McMasters, Robert L. ;
Mohammadi, Reza .
JOURNAL OF COLLOID AND INTERFACE SCIENCE, 2018, 521 :17-23
[2]   Droplet impact onto a solid sphere: Effect of wettability and impact velocity [J].
Banitabaei, S. A. ;
Amirfazli, A. .
PHYSICS OF FLUIDS, 2017, 29 (06)
[3]   Experimental investigation on the movement of triple-phase contact line during a droplet impacting on horizontal and inclined surface [J].
Chen, Mingjing ;
Wu, Dan ;
Chen, Deqi ;
Deng, Jian ;
Liu, Hanzhou ;
Jiang, Junze .
CHEMICAL ENGINEERING SCIENCE, 2020, 226
[4]   A review of surface engineering issues critical to wind turbine performance [J].
Dalili, N. ;
Edrisy, A. ;
Carriveau, R. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2009, 13 (02) :428-438
[5]   Water droplet impact on superhydrophobic surfaces with various inclinations and supercooling degrees [J].
Ding, Bin ;
Wang, Hong ;
Zhu, Xun ;
Chen, Rong ;
Liao, Qiang .
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2019, 138 (844-851) :844-851
[6]   Droplet impact on cross-scale cylindrical superhydrophobic surfaces [J].
Guo, Chunfang ;
Sun, Jianxing ;
Sun, Yanjun ;
Wang, Minjie ;
Zhao, Danyang .
APPLIED PHYSICS LETTERS, 2018, 112 (26)
[7]   Droplet Impact on Anisotropic Superhydrophobic Surfaces [J].
Guo, Chunfang ;
Zhao, Danyang ;
Sun, Yanjun ;
Wang, Minjie ;
Liu, Yahua .
LANGMUIR, 2018, 34 (11) :3533-3540
[8]   Droplet impact on superhydrophobic surfaces: A review of recent developments [J].
Khojasteh, Danial ;
Kazerooni, Moradi ;
Salarian, Sahba ;
Kamali, Reza .
JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY, 2016, 42 :1-14
[9]   Using machine learning to discover shape descriptors for predicting emulsion stability in a microfluidic channel [J].
Khor, Jian Wei ;
Jean, Neal ;
Luxenberg, Eric S. ;
Ermon, Stefano ;
Tang, Sindy K. Y. .
SOFT MATTER, 2019, 15 (06) :1361-1372
[10]   Nonwettable Hierarchical Structure Effect on Droplet Impact and Spreading Dynamics [J].
Kim, Hyungmo ;
Kim, Seol Ha .
LANGMUIR, 2018, 34 (19) :5480-5486