The investigation and optimization of drag reduction in turbulent flow of Newtonian fluid passing through horizontal pipelines using functionalized magnetic nanophotocatalysts and lecithin

doi:10.1016/j.cjche.2019.04.015

摘要/Abstract

摘要： The nanophotocatalysts were synthesized in four stages and evaluated by FTIR, FESEM and VSM analysis. The influence of nanofluids containing functionalized magnetic TiO₂ nanophotocatalyst and dipalmitoylphosphatidylcholine lecithin in drag reduction of turbulent flow in four horizontal pipelines was studied. The effective parameters on drag reduction (nanoparticle concentration, surfactant concentration, pH and Re number) were investigated and optimized in each pipeline using response surface method. The drag reduction in 1/2" galvanized, 3/4" galvanized, 1/2" five-layer and 1/2" cuprous pipelines was found 99.1%, 92.5%, 87.6% and 85.2%, respectively. The model adequacy was measured using ANOVA. Based on the high determination coefficient, more than 95% of variance of experimental data in all pipelines was described by quadratic model.

关键词: Drag reduction, Lecithin, Functionalized magnetic nanophotocatalyst, Turbulent flow, Response surface

Abstract: The nanophotocatalysts were synthesized in four stages and evaluated by FTIR, FESEM and VSM analysis. The influence of nanofluids containing functionalized magnetic TiO₂ nanophotocatalyst and dipalmitoylphosphatidylcholine lecithin in drag reduction of turbulent flow in four horizontal pipelines was studied. The effective parameters on drag reduction (nanoparticle concentration, surfactant concentration, pH and Re number) were investigated and optimized in each pipeline using response surface method. The drag reduction in 1/2" galvanized, 3/4" galvanized, 1/2" five-layer and 1/2" cuprous pipelines was found 99.1%, 92.5%, 87.6% and 85.2%, respectively. The model adequacy was measured using ANOVA. Based on the high determination coefficient, more than 95% of variance of experimental data in all pipelines was described by quadratic model.

Key words: Drag reduction, Lecithin, Functionalized magnetic nanophotocatalyst, Turbulent flow, Response surface

Nadia Esfandiari, Reza Zareinezhad, Zahra Habibi. The investigation and optimization of drag reduction in turbulent flow of Newtonian fluid passing through horizontal pipelines using functionalized magnetic nanophotocatalysts and lecithin[J]. 中国化学工程学报, 2020, 28(1): 63-75.

参考文献

[1] B. Sun, Z. Zhang, D. Yang, Improved heat transfer and flow resistance achieved with drag reducing Cu nanofluids in the horizontal tube and built-in twisted belt tubes, Int. J. Heat Mass Transf. 95(2016) 69-82.
[2] M. Stewart, 9-Piping system design:Layout, supports, and piping vessels and equipment, Surf. Prod. Operations 3(2016) 639-730.
[3] W. Zhang, A. Li, Resistance reduction via guide vane in dividing manifold systems with parallel pipe arrays (DMS-PPA) based on analysis of energy dissipation, Build. Environ. 139(2018) 189-198.
[4] C.H. Hong, H.J. Choi, K. Zhang, F. Renou, M. Grisel, Effect of salt on turbulent drag reduction of xanthan gum, Carbohydr. Polym. 121(2015) 342-347.
[5] L. Tang, Z. Zeng, G. Wang, E. Liu, L. Li, Q. Xue, Investigation on superhydrophilic surface with porous structure:Drag reduction or drag increasing, Surf. Coat. Technol. 317(Supplement C) (2017) 54-63.
[6] K. Fukagata, N. Kasagi, Drag reduction in turbulent pipe flow with feedback control applied partially to wall, Int. J. Heat Fluid Flow 24(4) (2003) 480-490.
[7] L. Thais, T.B. Gatski, G. Mompean, Analysis of polymer drag reduction mechanisms from energy budgets, Int. J. Heat Fluid Flow 43(2013) 52-61.
[8] L. Zhu, H. Schrobsdorff, T.M. Schneider, L. Xi, Distinct transition in flow statistics and vortex dynamics between low- and high-extent turbulent drag reduction in polymer fluids, J. Non-Newtonian Fluid 262(2018) 115-130.
[9] S.J. Wu, K. Ouyang, S.W. Shiah, Robust design of microbubble drag reduction in a channel flow using the Taguchi method, Ocean Eng. 35(8) (2008) 856-863.
[10] T. Kim, R. Shin, M. Jung, J. Lee, C. Park, S. Kang, Drag reduction using metallic engineered surfaces with highly ordered hierarchical topographies:Nanostructures on micro-riblets, Appl. Surf. Sci. 367(2016) 147-152.
[11] A. Patzold, I. Peltzer, W. Nitsche, N. Goldin, R. King, D. Haller, P. Woias, Active compliant wall for skin friction reduction, Int. J. Heat Fluid Flow 44(2013) 87-94.
[12] M.W. Ge, L. Fang, Y.Q. Liu, Drag reduction of wall bounded incompressible turbulent flow based on active dimples/pimples, J. Hydrodyn. Ser. B 29(2) (2017) 261-271.
[13] Y.L. Yan, M.Y. Cui, W.D. Jiang, A.L. He, C. Liang, Drag reduction in reservoir rock surface:Hydrophobic modification by SiO₂ nanofluids, Appl. Surf. Sci. 396(2017) 1556-1561.
[14] A.R. Pouranfard, D. Mowla, F. Esmaeilzadeh, An experimental study of drag reduction by nanofluids in slug two-phase flow of air and water through horizontal pipes, Chin. J. Chem. Eng. 23(3) (2015) 471-475.
[15] J. Hewitt, N.J. Balmforth, Viscoplastic lubrication theory with application to bearings and the washboard instability of a planing plate, J. Non-Newton. Fluid 169-170(2012) 74-90.
[16] Z. Zhu, R. Nathan, Q. Wu, An experimental study of the lubrication theory for highly compressible porous media, with and without lateral leakage, Tribology Int. 127(2018) 324-332.
[17] E. Taghvaei, A. Moosavi, A. Nouri-Borujerdi, M.A. Daeian, S. Vafaeinejad, Superhydrophobic surfaces with a dual-layer micro- and nanoparticle coating for drag reduction, Energy 125(2017) 1-10.
[18] B. Farshchian, J. Pierce, M.S. Beheshti, S. Park, N. Kim, Droplet impinging behavior on surfaces with wettability contrasts, Microelectron. Eng. 195(2018) 50-56.
[19] V. Mortazavi, M.M. Khonsari, On the degradation of superhydrophobic surfaces:A review, Wear 372-373(2017) 145-157.
[20] T.A. Otitoju, A.L. Ahmad, B.S. Ooi, Superhydrophilic (superwetting) surfaces:a review on fabrication and application, J. Ind. Eng. Chem. 47(2017) 19-40.
[21] C. Huang, D. Liu, J. Wei, Experimental study on drag reduction performance of surfactant flow in longitudinal grooved channels, Chem. Eng. Sci. 152(2016) 267-279.
[22] A.R. Pouranfard, D. Mowla, F. Esmaeilzadeh, An experimental study of drag reduction by nanofluids through horizontal pipe turbulent flow of a Newtonian liquid, J. Ind. Eng. Chem. 20(2) (2014) 633-637.
[23] A. Al-Sarkhi, Effect of mixing on frictional loss reduction by drag reducing polymer in annular horizontal two-phase flows, Int. J. Multiphase Flow 39(2012) 186-192.
[24] M. Drzazga, A. Gierczycki, G. Dzido, M. Lemanowicz, Influence of nonionic surfactant addition on drag reduction of water based nanofluid in a small diameter pipe, Chin. J. Chem. Eng. 21(1) (2013) 104-108.
[25] J. Yu, S.K. Jung, M. Choi, Drag reduction induced by kinematic viscosity of nanofluids containing carbon nanotubes in a horizontal tube, Part. Aerosol Res. 9(2013) 271-277.
[26] A. Steele, I.S. Bayer, E. Loth, Pipe flow drag reduction effects from carbon nanotube additives, Carbon 77(2014) 1183-1186.
[27] M. Gudala, S. Banerjee, A. Kumar, T. R. M. Rao, A. Mandal, T.K. Naiya, Rheological modeling and drag reduction studies of Indian heavy crude oil in presence of novel surfactant, Pet. Sci. Technol. 35(2017) 2287-2295.
[28] M. Gudala, S. Banerjee, R. Kumar, T. R. M. Rao, A. Mandal, T.K. Naiya, Experimental investigation on hydrodynamics of two-phase crude oil flow in horizontal pipe with novel surfactant, J. Fluids Eng. 140(6) (2018) 1-14.
[29] M. Gudala, S. Banerjee, T. R. M. Rao, A. Mandal, T.K. Naiya, A. Mandel, Studies on the effect of bio additive on viscosity and energy requirement for heavy oil flow, Pet. Sci. Technol. 36(2018) 99-107.
[30] K.S. Sokhal, D. Gangacharyulu, V.K. Bulasara, An experimental investigation of heterogeneous injection of biopolymer (guar gum) on the flow patterns and drag reduction percentage for two phase (water-oil-mixture) flow, Exp. Thermal Fluid Sci. 102(2019) 342-350.
[31] D. Banerjee, Nanofluids and applications to energy systems, in encyclopedia of sustainable technologies, Encyclopedia of Sustainable Technologies 4(2017) 429-439.
[32] J.M. Munyalo, X. Zhang, Particle size effect on thermophysical properties of nanofluid and nanofluid based phase change materials:A review, J. Mol. Liq. 265(2018) 77-87.
[33] Y. Tuo, W. Chen, H. Zhang, P. Li, X. Liu, One-step hydrothermal method to fabricate drag reduction superhydrophobic surface on aluminum foil, Appl. Surf. Sci. 446(2018) 230-235.
[34] K. Moaven, M. Rad, M. Taeibi-Rahni, Experimental investigation of viscous drag reduction of superhydrophobic nano-coating in laminar and turbulent flows, Exp. Thermal Fluid Sci. 51(2013) 239-243.
[35] V. Klang, C. Valenta, Lecithin-based nanoemulsions, J. Drug Deliv. Sci. Tec. 21(1) (2011) 55-76.
[36] P. Tipsawat, U. Wongpratat, S. Phumying, N. Chanlek, K. Chokprasombat, S. Maensiri, Magnetite (Fe₃O₄) nanoparticles:Synthesis, characterization and electrochemical properties, Appl. Surf. Sci. 446(2018) 287-292.
[37] O. Jongprateep, R. Puranasamriddhi, Effects of reagents on the formation of nanoparticulate titanium dioxide synthesized by sol-gel technique, Materials Today:Proc. 5(5, Part 1) (2018) 10925-10931.
[38] L. Ciccotti, L. Vale, T. Hewer, R. Freire, Fe₃O₄@TiO₂ preparation and catalytic activity in heterogeneous photocatalytic and ozonation processes, Catal. Sci. Technol. 5(2015) 1143-1152.
[39] Y.G. Abou El-Reash, Magnetic chitosan modified with cysteine-glutaraldehyde as adsorbent for removal of heavy metals from water, J. Environ. Chem. Eng. 4(4) (2016) 3835-3847.
[40] N.D. Katopodes, Chapter 9-Boundary-layer flow, in free-surface flow, ButterworthHeinemann (2019) 652-708.
[41] S.S. Stylianou, R. Pecnik, S.C. Kassinos, Analyzing a turbulent pipe flow via the onepoint structure tensors:Vorticity crawlers and streak shadows, Comput. Fluids 140(2016) 450-477.
[42] D. Liu, Q. Wang, J. Wei, Experimental study on drag reduction performance of mixed polymer and surfactant solutions, Chem. Eng. Res. Des. 132(2018) 460-469.
[43] M. Tian, B. Fang, L. Jin, Y. Lu, X. Qiu, H. Jin, K. Li, Rheological and drag reduction properties of hydroxypropyl xanthan gum solutions, Chin. J. Chem. Eng. 23(9) (2015) 1440-1446.
[44] M. Dejam, Dispersion in non-Newtonian fluid flows in a conduit with porous walls, Chem. Eng. Sci. 189(2018) 296-310.
[45] D. Marsh, Thermodynamics of phospholipid self-assembly, Biophys. J. 102(5) (2012) 1079-1087.
[46] T. Zhang, X. Cao, X. Wang, C. Song, Synthesis, surface activity and thermodynamic properties of cationic gemini surfactants with diester and rigid spacers, J. Mol. Liq. 230(2017) 505-510.
[47] G.H. Lim, H.J. Choi, F. Renou, A.N. Roy, Effects of hydrophobic modification of xanthan gum on its turbulent drag reduction characteristics, J. Ind. Eng. Chem. 54(2017) 146-150.
[48] W. Gong, Q.F. Di, X.L. Wang, S. Hua, R.I. Zhang, F. Ye, Seepage model and experiments of drag reduction by nanoparticle adsorption, J. Hydrodynamics, Ser. B 25(6) (2013) 871-876.
[49] K.S. Sokhal, G. Dasaroju, V.K. Bulasara, Formation, stability and comparison of water/oil emulsion using gum arabic and guar gum and effect of aging of polymers on drag reduction percentage in water/oil flow, Vacuum 159(2019) 247-253.
[50] K. Watanabe, Chapter 5-Drag reduction in a homogeneous flow, Drag Reduction of Complex Mixtures, Academic Press, USA 2018, pp. 123-204.
[51] H. Shi, W. Ge, Y. Wang, B. Fang, J.T. Hugginsa, T.A. Russell, Y. Talmond, D.J. Harte, J.L. Zakina, A drag reducing surfactant threadlike micelle system with unusual rheological responses to pH, J. Colloid Interface Sci. 418(2014) 95-102.