3-D modeling method of porous structure for dynamic icing

Weibin LI; Chao SONG; Xian YI; Honglin MA; Yanxia DU

doi:10.11949/0438-1157.20190357

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3-D modeling method of porous structure for dynamic icing

Fluid dynamics and transport phenomena | 更新时间：2020-06-24

- 3-D modeling method of porous structure for dynamic icing
- CIESC Journal Vol. 71, Issue 3, Pages: 1009-1017(2020)
- 作者机构：
  
  1. 中国空气动力研究与发展中心计算空气动力研究所，四川绵阳 621000
  2. 中国空气动力研究与发展中心飞行器结冰与防除冰重点实验室，四川绵阳 621000
- 作者简介：
- 基金信息：
- DOI：10.11949/0438-1157.20190357
  CLC： V 211.71
- Received：08 April 2019，
  
  Revised：2019-09-27，
  
  Published：05 March 2020
- 稿件说明：
移动端阅览
李伟斌, 宋超, 易贤, 马洪林, 杜雁霞. 动态结冰孔隙结构三维建模方法[J]. 化工学报, 2020, 71(3): 1009-1017

LI Weibin, SONG Chao, YI Xian, MA Honglin, DU Yanxia. 3-D modeling method of porous structure for dynamic icing[J]. CIESC Journal, 2020, 71(3): 1009-1017
李伟斌, 宋超, 易贤, 马洪林, 杜雁霞. 动态结冰孔隙结构三维建模方法[J]. 化工学报, 2020, 71(3): 1009-1017 DOI： 10.11949/0438-1157.20190357.

LI Weibin, SONG Chao, YI Xian, MA Honglin, DU Yanxia. 3-D modeling method of porous structure for dynamic icing[J]. CIESC Journal, 2020, 71(3): 1009-1017 DOI： 10.11949/0438-1157.20190357.

摘要

动态结冰内部呈现多孔结构特点，这一微观孔隙结构是影响其宏观物性的关键因素，然而传统方法难以对三维孔隙结构进行定量表征。为了客观刻画结冰微观结构特征，提出了基于结冰二维图像定量信息的三维微观结构建模方法。首先，研究并确定了真实结冰尺寸与建模区域之间的比例关系，分析比例尺对分辨率和建模的影响；其次，结合二维孔隙率和孔径分布函数，提出了三维孔隙数量及其孔径的推导方法，并给定了孔隙位置随机生成方法；基于此，最终建立了以0-1矩阵形式表征结冰三维微观孔隙结构的方法。实验表明，所生成三维结冰模型的二维孔隙定量信息与实验结果吻合度较高，建模方法准确可行，为动态结冰三维刻画、微观特征参数提取和相关微观仿真模拟提供了新途径。

Abstract

The dynamic icing presents a porous structure. This microscopic pore structure is a key factor affecting its macroscopic physical properties. However

it is difficult to quantitatively characterize the three-dimensional pore structure with traditional methods. Aimed to describe the microcosmic characters objectively

a 3-D modeling approach of porous structure based on quantitative results of 2-D images is proposed in this paper. Firstly

the ratio of measuring scale between real and modeling size is studied and given

and its influence on resolution and modeling is also analyzed. Secondly

based on the porosity and diameter distribution

method to determine the amount and diameters of pores is presented. And the random approach of pores location is given. After these preparations

the 3-D porous structure of ice is formed by a matrix with element value 0 or 1. The experimental results demonstrate that the 2-D quantitative information of pores extracted from 3-D generated ice is highly similar to the real ice

which shows that the proposed approach is accurate and feasible. Through this paper

a new way to 3-D display

characters extraction and corresponding simulation of ice in microcosmic view can be provided.

关键词

Keywords

references

Thomas S K , Cassoni R P , Macarthur C D . Aircraft anti-icing and de-icing techniques and modeling [J]. Journal of Aircraft , 1996 , 33 ( 5 ): 841 - 854 .

Liu Y , Bond L J , Hu H . Ultrasonic-attenuation-based technique for ice characterization pertinent to aircraft icing phenomena [J]. AIAA Journal , 2017 : 1 - 8 .

李伟斌 , 魏东 , 杜雁霞 , 等 . 动态结冰微观孔隙结构定量分析初探 [J]. 航空学报 , 2018 , 39 ( 2 ): 121536 .

Li W B , Wei D , Du Y X , et al . The initial exploration of quantitative analysis on micro porous structure of dynamic ice [J]. Acta Aeronautica et Astronautica Sinica , 2018 , 39 ( 2 ): 121536 .

陈杰 , 梁华 , 贾敏 , 等 . 大液滴撞击结冰传热过程及介质阻挡放电除冰实验研究 [J]. 化工学报 , 2018 , 69 ( 9 ): 3825 - 3834 .

Chen J , Liang H , Jia M , et al . Unsteady heat transfer of large droplet icing and deicing process using dielectric barrier discharge [J]. CIESC Journal , 2018 , 69 ( 9 ): 3825 - 3834 .

Currie T C , Struk P M , Tsao J C , et al . Fundamental study of mixed-phase icing with application to ice crystal accretion in aircraft jet engines [C]//4th AIAA Atmospheric and Space Environments Conference. 2012 , 10 : 6.2012-3035 .

Tabakova S , Feuillebois F , Radev S . Freezing of a suspended supercooled droplet with a heat transfer mixed condition on its outer surface [C]//1st International Conference on Applications of Mathematics in Technical and Natural Sciences. AIP Publishing, 2009 , 1186 ( 1 ): 240 - 247 .

Chalmers B . Principles of Solidication [M]. Krieger Pub. Co ., 1977 .

Burtnett E . Volume of fluid simulations for droplet impact on dry and wetted hydrophobic and superhydrophobic surfaces [D]. Mississippi : Mississippi State University , 2012 .

Jung S , Dorrestijn M , Raps D , et al . Are superhydrophobic surfaces best for icephobicity? [J]. Langmuir , 2011 , 27 ( 6 ): 3059 - 3066 .

Blake J , Thompsony D , Stroblz T , et al . Effects of surface characteristics and droplet diameter on the freezing of supercooled water droplets impacting a cooled substrate [C]// 6th AIAA Atmospheric and Space Environments Conference . 2014 : 2328 .

Ye Y , Ning N , Tian M , et al . Nucleation and growth of hexagonal ice by dynamical density functional theory [J]. Crystal Growth & Design , 2017 , 17 ( 1 ): 100 - 105 .

Blake J , Thompson D , Raps D , et al . Simulating the freezing of supercooled water droplets impacting a cooled substrate [J]. AIAA Journal , 2015 , 53 ( 7 ): 1725 - 1739 .

Zhang X X , Chen M , Fu M . Icing of water on polyethylene surfaces [J]. Applied Surface Science , 2014 , 313 : 771 - 776 .

Singh J K , Müller-Plathe F . On the characterization of crystallization and ice adhesion on smooth and rough surfaces using molecular dynamics [J]. Applied Physics Letters , 2014 , 104 : 021603 .

Nistor R A , Markland T E , Berne B J . Interface-limited growth of heterogeneously nucleated ice in supercooled water [J]. Journal of Physical Chemistry B , 2014 , 118 ( 3 ): 752 - 760 .

范瑶 , 王宏 , 朱恂 , 等 . 壁面曲率及过冷度对液滴铺展特性的影响 [J]. 化工学报 , 2016 , 67 ( 7 ): 2709 - 2717 .

Fan Y , Wang H , Zhu X , et al . Effect of curvature and undercooling degree of surface on behavior of droplet spreading [J]. CIESC Journal , 2016 , 67 ( 7 ): 2709 - 2717 .

Boinovich L B , Emelyanenko A M , Ivanov V K , et al . Durable icephobic coating for stainless steel [J]. ACS Applied Materials & Interfaces , 2013 , 5 ( 7 ): 2549 - 2554 .

Brassard J D , Sarkar D K , Perron J , et al . Nano-micro structured superhydrophobic zinc coating on steel for prevention of corrosion and ice adhesion [J]. Journal of Colloid and Interface Science, 2015 , 447 : 240 – 247 .

周鑫 , 邓乐东 , 王宏 , 等 . 圆柱壁面上液滴凝固相变对其运动行为的影响 [J]. 化工学报 , 2019 , 70 ( 3 ): 883 - 891 .

Zhou X , Deng L D , Wang H , et al . Effect of cooled cylindrical surface on droplet dynamic behavior [J]. CIESC Journal , 2019 , 70 ( 3 ): 883 - 891 .

肖光明 , 杜雁霞 , 李伟斌 , 等 . 过冷水滴凝固特性的计算与实验研究 [J]. 工程热物理学报 , 2017 , 38 ( 10 ): 2196 - 2201 .

Xiao G M , Du Y X , Li W B , et al . Computational and experimental study on freezing characteristics of supercooled water droplet [J]. Journal of Engineering Thermophysics , 2017 , 38 ( 10 ): 2196 - 2201 .

冷梦尧 , 常士楠 , 丁亮 . 不同浸润性冷表面上水滴碰撞结冰的数值模拟 [J]. 化工学报 , 2016 , 67 ( 7 ): 2784 - 2792 .

Leng M Y , Chang S N , Ding L . Numerical simulation of droplet impinging and freezing on cold surfaces with different wettability [J]. CIESC Journal , 2016 , 67 ( 7 ): 2784 - 2792 .

张恒 , 李杰 , 龚志斌 . 多段翼型缝翼前缘结冰大迎角分离流动数值模拟 [J]. 航空学报 , 2017 , 38 ( 2 ): 51 - 64 .

Zhang H , Li J , Gong Z B . Numerical simulation of separated flow around a multi-element airfoil at high angle of attack with iced slat [J]. Acta Aeronautica et Astronautica Sinica , 2017 , 38 ( 2 ): 51 - 64 .

Jin Z Y , Wang Z N , Sui D Y , et al . The impact and freezing processes of a water droplet on different inclined cold surfaces [J]. International Journal of Heat and Mass Transfer , 2016 , 97 : 211 - 223 .

杜雁霞 , 桂业伟 , 柯鹏 , 等 . 飞机结冰冰型微结构特征的分形研究 [J]. 航空动力学报 , 2011 , 26 ( 5 ): 997 - 1002 .

Du Y X , Gui Y W , Ke P , et al . Investigation on the ice-type microstructure characteristics of aircraft icing based on the fractal theories [J]. Journal of Aerospace Power , 2011 , 26 ( 5 ): 997 - 1002 .

Ajayendra K , Zheng G , Morales L , et al . Micro-CT imaging—a powerful tool for screening and rapid quantification of rock properties [J]. Gulf Coast Association of Geological Societies Transactions , 2016 , 66 : 819 - 823 .

Pereira J P , Blunt M J , Bijeljic B . Pore-scale simulation of carbonate dissolution in micro-CT images [J]. Journal of Geophysical Research: Solid Earth , 2016 , 121 ( 2 ): 558 - 576 .

Ferguson J C , Panerai F , Lachaud J , et al . Modeling the oxidation of low-density carbon fiber material based on micro-tomography [J]. Carbon , 2016 , 96 : 57 - 65 .

左艳娇 , 林江莉 , 尹光福 . 基于MicroCT多孔材料图像的3D特征分析 [J]. 四川大学学报(工程科学版) , 2011 ，(s1）: 228 - 232 .

Zuo Y J , Lin J L , Yin G F . Research on 3D feature of porous materials based on MicroCT images [J]. Journal of Sichuan University (Engineering Science Edition) , 2011 ，(s1）: 228 - 232 .

Chen J , Chen L , Chang C C , et al . Micro-CT based modelling for characterising injection-moulded porous titanium implants [J]. International Journal for Numerical Methods in Biomedical Engineering , 2017 , 33 ( 1 )： e02779 .

Tachos N S , Sakellarios A I , Rigas G , et al . Middle and inner ear modelling: from microCT images to 3D reconstruction and coupling of models [C]//Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the IEEE . 2016 : 5961 - 5964 .

Donofrio C , Van L R , Rolland S , et al . Three-dimensional computational model of reconstructed from micro-CT scans a blood oxygenator [J]. Medical Engineering & Physics , 2017 , 47 : 190 - 197 .

杜雁霞 , 李明 , 桂业伟 , 等 . 飞机结冰热力学行为研究综述 [J]. 航空学报 , 2017 , 38 ( 2 ): 520706-520717 .

Du Y X , Li M , Gui Y W , et al . Review of thermodynamic behaviors in aircraft icing process [J]. Acta Aeronautica et Astronautica Sinica , 2017 , 38 ( 2 ): 520706-520717 .

王东霞 , 宋爱国 . 基于三坐标测量机的圆度误差不确定度评估 [J]. 东南大学学报(自然科学版) , 2014 , 44 ( 5 ): 952 - 956 .

Wang D X , Song A G . Uncertainty assessment of circularity error based on coordinate measuring machine [J]. Journal of Southeast University (Natural Science Edition) , 2014 , 44 ( 5 ): 952 - 956 .

Popovitcheva O B , Persiantseva N M , Trukhin M E , et al . Experimental characterization of aircraft combustor soot: microstructure, surface area, porosity and water adsorption [J]. Physical Chemistry Chemical Physics , 2000 , 2 ( 19 ): 4421 - 4426 .

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