剪切力在碳酸钙污垢形成机制中的分子动力学模拟研究
Molecular Dynamics Simulation of Shear Force in the Formation Mechanism of Calcium Carbonate Scaling
DOI: 10.12677/aac.2025.153031, PDF,    科研立项经费支持
作者: 李 刚, 陈艺荣, 张 宁:兰州交通大学化学化工学院,甘肃 兰州;王良成:兰州交通大学化学化工学院,甘肃 兰州;铁道车辆热工教育部重点实验室,甘肃 兰州
关键词: 分子动力学模拟剪切速率扩散系数结合能Molecular Dynamics Simulation Shear Rate Diffusion Coefficient Binding Energy
摘要: 本研究以CaCO3为研究对象,运用分子动力学方法构建了碳酸钙水溶液与方解石晶面(104和1~10)的体系,模拟在不同温度(273~353 K)下剪切速率(0、10~32 s1)对该体系的影响,重点考察了剪切速率对体系的结合能(Ebind)和扩散系数(MSD)的影响。研究结果表明:温度和剪切速率对Ca2+ C O 3 2 在方解石两晶面上作用不同,表现为溶液中的Ca2+ C O 3 2 更倾向在方解石(104)晶面上有序生长,离子键在碳酸钙水溶液与方解石体系中起主要作用,而范德华力作用起辅助作用。
Abstract: This study focused on CaCO3 as the research object. Using the molecular dynamics method, a system of calcium carbonate aqueous solution and the crystal faces (104 and 1~10) of calcite was constructed. The influence of shear rate (0, 10 to 32 s⁻¹) at different temperatures (273~353 K) on this system was simulated. The effects of shear rate on the binding energy (Ebind) and diffusion coefficient (MSD) of the system were particularly investigated. The research results indicate that temperature and shear rate have different effects on the interaction of Ca2+ and C O 3 2 on the two crystal faces of calcite, Ca2+ and C O 3 2 in the solution are more inclined to grow in an ordered manner on the (104) crystal face of calcite. Ionic bonds play a dominant role in the aqueous solution of calcium carbonate and the calcite system, while van der Waals forces play a supporting role.
文章引用:李刚, 陈艺荣, 张宁, 王良成. 剪切力在碳酸钙污垢形成机制中的分子动力学模拟研究[J]. 分析化学进展, 2025, 15(3): 320-332. https://doi.org/10.12677/aac.2025.153031

参考文献

[1] Xu, Z., Wang, J., Han, Z. and Zhao, Y. (2018) Experimental Study on the Composite Fouling Characteristics of Calcium Carbonate and Nanometer Magnesia. Journal of Mechanical Science and Technology, 32, 497-504. [Google Scholar] [CrossRef
[2] 陆潇潇, 王良璧, 林志敏, 等. 等壁温正方形截面渐缩通道内二次流强度及其对流换热的关系[J]. 兰州交通大学学报, 2012, 31(3): 79-83.
[3] 武福平. 反渗透技术在高硬度高含盐量地下水中的应用研究[J]. 兰州交通大报, 2006(1): 55-58.
[4] Al-Otaibi, D.A., Hashmi, M.S.J. and Yilbas, B.S. (2014) Fouling Resistance of Brackish Water: Comparision of Fouling Characteristics of Coated Carbon Steel and Titanium Tubes. Experimental Thermal and Fluid Science, 55, 158-165. [Google Scholar] [CrossRef
[5] Al-Roomi, Y.M. and Hussain, K.F. (2016) Potential Kinetic Model for Scaling and Scale Inhibition Mechanism. Desalination, 393, 186-195. [Google Scholar] [CrossRef
[6] Zhao, J., Wang, M., Lababidi, H.M.S., Al-Adwani, H. and Gleason, K.K. (2018) A Review of Heterogeneous Nucleation of Calcium Carbonate and Control Strategies for Scale Formation in Multi-Stage Flash (MSF) Desalination Plants. Desalination, 442, 75-88. [Google Scholar] [CrossRef
[7] Misaghi, M., Naseri, A. and Khazaei, M. (2021) The Effect of Agitation and Temperature on Crystallization of Calcium Carbonate in Water Injection Process. Petroleum Science and Technology, 39, 1157-1175. [Google Scholar] [CrossRef
[8] Rahimi, S., Peyghambarzadeh, S.M., Kazemi Esfeh, H., Azizi, S. and Malayeri, M.R. (2023) Experimental Investigation of Temperature and Hydrodynamics on CaCO3 Fouling during Convective Heat Transfer and Subcooled Flow Boiling. Applied Thermal Engineering, 220, Article ID: 119698. [Google Scholar] [CrossRef
[9] Madihi, Z., Arefinia, R., Muhammad, A., Younas, M. and Rezakazemi, M. (2024) Investigation of CaCO3 Precipitation Kinetics Using Environment-Friendly Inhibitors Based on Amide, Carboxylic and Sulfonic Groups in ASTM D1141 Standard Solution. Chemical Engineering Research and Design, 203, 492-500. [Google Scholar] [CrossRef
[10] Gao, R., Shen, C., Wang, X. and Yao, Y. (2021) A Generalized Prediction Model of Waterside Fouling for Internally Enhanced Tubes in Shell and Tube Condensers. Applied Thermal Engineering, 195, Article ID: 117150. [Google Scholar] [CrossRef
[11] Raheem, K., Sanni, O., Charpentier, T. and Neville, A. (2021) Surface Precipitation and Growth Kinetics of Calcium Carbonate (CaCO3) Scale Using a Novel Capillary Flow Rig. CORROSION 2021, 19-30 April 2021, 1-15. [Google Scholar] [CrossRef
[12] Liu, X., Pan, D., Yuan, Q., Feng, X., Li, M., Song, X., et al. (2024) Anaerobic Granular Sludge Performance in an Expanded Granular Sludge Bed Reactor Treating Calcium-Rich Wastewater by Adjusting CaCO3 Crystallization: Effect of Up-Flow Velocity and Ca2+ Concentration. Science of The Total Environment, 912, Article ID: 169064. [Google Scholar] [CrossRef] [PubMed]
[13] Yang, H., Yu, X., Raval, V., Makkawi, Y. and Florence, A. (2016) Effect of Oscillatory Flow on Nucleation Kinetics of Butyl Paraben. Crystal Growth & Design, 16, 875-886. [Google Scholar] [CrossRef
[14] Forsyth, C., Burns, I.S., Mulheran, P.A. and Sefcik, J. (2015) Scaling of Glycine Nucleation Kinetics with Shear Rate and Glass-Liquid Interfacial Area. Crystal Growth & Design, 16, 136-144. [Google Scholar] [CrossRef
[15] Peng, H.L., Herlach, D.M. and Voigtmann, T. (2017) Crystal Growth in Fluid Flow: Nonlinear Response Effects. Physical Review Materials, 1, Article ID: 030401. [Google Scholar] [CrossRef
[16] 徐敏, 葛建团. 超声对CaCO3沉淀过程的影响[J]. 兰州交通大学学报, 2009, 28(1): 115-117.
[17] Burns, G. and Glazer, A.M. (1990) Front Matter-Space Groups for Solid State Scientists. Second Edition, Space Groups for Solid State Scientists, iii.
[18] 黄华, 黄晖阳, 郭润兰, 等. 基于分子动力学和扩展有限元的金属微胶囊破裂性研究[J]. 复合材料学报, 2023, 40(12): 6934-6944.
[19] Hestenes, M.R. and Stiefel, E. (1952) Methods of Conjugate Gradients for Solving Linear Systems. Journal of Research of the National Bureau of Standards, 49, 409-435. [Google Scholar] [CrossRef
[20] Sun, H., Ren, P. and Fried, J.R. (1998) The COMPASS Force Field: Parameterization and Validation for Phosphazenes. Computational and Theoretical Polymer Science, 8, 229-246. [Google Scholar] [CrossRef
[21] Frenkel, D.A.A.N. (2010) Understanding Molecular Simulation: From Algorithms to Applications. World Publishing Corporation.
[22] Berendsen, H.J.C., Postma, J.P.M., van Gunsteren, W.F., DiNola, A. and Haak, J.R. (1984) Molecular Dynamics with Coupling to an External Bath. The Journal of Chemical Physics, 81, 3684-3690. [Google Scholar] [CrossRef
[23] 吴云朋. 多波束激光雷达系统模拟板卡和显控界面设计[D]: [硕士学位论文]. 西安: 西安电子科技大学, 2017.
[24] 王大放, 黄柳宾, 魏茂梅. 分子动力学模拟高压静电场对碳酸钙结晶的影响[J]. 工业废水与用水, 2010, 41(1): 76-79.
[25] Zeng, J., Zhang, S., Gong, X. and Wang, F. (2010) Molecular Dynamics Simulation of Interaction between Calcite Crystal and Phosphonic Acid Molecules. Chinese Journal of Chemistry, 28, 337-343. [Google Scholar] [CrossRef
[26] 赵曼卿, 张博, 李健飞, 等. 基于分子动力学仿真的混合油中水分子扩散行为及其介电常数研究[J]. 电工技术学报, 2024, 39(3): 798-809.
[27] 唐巨鹏, 邱于曼, 马圆. 煤中CH4扩散影响因素的分子动力学分析[J]. 煤炭科学技术, 2021, 49(2): 85-92.
[28] 赵毅, 杨臻, 王佳, 等. 沥青胶结料自愈合行为分子动力学模拟研究进展[J]. 化工进展, 2023, 42(2): 803-813.
[29] Sun, S.W., Yu, S.R., Gao, S., et al. (2021) Molecular Dynamics Simulation of Water Molecule Diffusion in Graphene-reinforced Epoxy Resin Anticorrosive Coatings. Journal of Chinese Society for Corrosion and Protection, 41, 411-416.
[30] 张曙光, 石文艳, 雷武, 等. 水溶性聚合物与方解石晶体相互作用的MD模拟[J]. 物理化学学报, 2005(11): 6-12.
[31] 郑丹丹, 张颖. 环保型阻垢剂对水垢的抑制及其相互作用模拟[J]. 应用化学, 2019, 36(11): 1308-1316.
[32] 陈静, 许岗, 袁昕, 等. α-HgI2晶体附着能的计算[J]. 西安工业大学学报, 2018, 38(6): 608-613.