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Received July 19, 2023
Accepted February 15, 2024
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Investigating the Eff ect of Surface Roughness Size and Shape on the Nanofl uid Behavior and Nanoparticles Aggregation in a Square Nanochannel by Molecular Dynamics Simulation

Faculty of Mechanical Engineering , University of Guilan 1Department of Mechanical Engineering, Faculty of Engineering , Golestan University 2W Booth School of Engineering Practice and Technology , McMaster University
m.kalteh@gu.ac.ir
Korean Journal of Chemical Engineering, May 2024, 41(5), 1355-1373(19), https://doi.org/10.1007/s11814-024-00023-6

Abstract

In this article, the eff ect of surface roughness size and shape on the Poiseuille fl ow of Ar–Cu nanofl uid in a square copper

nanochannel is investigated. To do this, hemispherical, cubic, semi-cylindrical roughness, shapes extended along the nanochannel

length and width, and square protrusions extended along the nanochannel length and width are studied. The simulations

are carried out using the molecular dynamics method and LAMMPS software. The results show that the roughness

causes a change in the velocity and structure of nanofl uid atoms in the nanochannel. For example, the hemispherical roughness

with a height of 7.5Å causes 24% decrease in the nanofl uid velocity. Also, the results show that the eff ect of diff erent

shapes and sizes of roughness on the nanofl uid behavior is diff erent. For example, at the same height of roughness ( 7.5Å ),

the velocity diff erence created by diff erent roughness shapes is around 0.208

ps

, which is around 13% of the nanofl uid velocity

in the smooth state. Additionally, it is found that the roughness makes the nanofl uid velocity profi le fl atter in the central part

of the nanochannel. Also, the results reveal that the shape and height of the roughness have an eff ect on the aggregation time

of nanoparticles and on how they move in the nanofl uid. Specifi cally, increasing the height of the roughness and decreasing

the velocity of the nanofl uid, decreases the accumulation time of nanoparticles.

References

1. R.B. Dehkordi, D. Toghraie, M. Hashemian, F. Aghadavoudi, M.
Akbari, The eff ects of external force and electrical fi eld on the
agglomeration of Fe 3 O 4 nanoparticles in electroosmotic fl ows in
microchannels using molecular dynamics simulation. Int. Commun.
Heat Mass Transf. 122 , 105182 (2021)
2. S. Yao, J. Wang, X. Liu, The infl uence of wall properties on convective
heat transfer in isothermal nanochannel. J. Mol. Liq. 324 ,
115100 (2021)
3. Q. Sun, Y. Zhao, K.S. Choi, X. Mao, Molecular dynamics simulation
of liquid argon fl ow in a nanoscale channel. Int. J. Therm. Sci.
170 , 107166 (2021)
4. S. Yao, J. Wang, S. Jin, F. Tan, S. Chen, Atomistic insights into
the microscope mechanism of solid–liquid interaction infl uencing
convective heat transfer of nanochannel. J. Mol. Liq. 371 , 121105
(2023)
5. F.D. Sofos, T.E. Karakasidis, A. Liakopoulos, Eff ects of wall
roughness on fl ow in nanochannels. Phys. Rev. E 79 (2), 026305
(2009)
6. F. Sofos, T.E. Karakasidis, A. Liakopoulos, Surface wettability
eff ects on fl ow in rough wall nanochannels. Microfl uid. Nanofl uid.
12 , 25–31 (2012)
7. C. Zhang, Y. Chen, Slip behavior of liquid fl ow in rough nanochannels.
Chem. Eng. Process. 85 , 203–208 (2014)
8. C. Zhang, Y. Chen, G.P. Peterson, Thermal slip for liquids at
rough solid surfaces. Phys. Rev. E 89 (6), 062407 (2014)
9. R. Kamali, A. Kharazmi, Molecular dynamics simulation of
surface roughness eff ects on nanoscale fl ows. Int. J. Therm. Sci.
50 (3), 226–232 (2011)
10. H. Noorian, D. Toghraie, A.R. Azimian, The eff ects of surface
roughness geometry of fl ow undergoing Poiseuille fl ow by molecular
dynamics simulation. Heat Mass Transf. 50 , 95–104 (2014)
11. H. Noorian, D. Toghraie, A.R. Azimian, Molecular dynamics
simulation of Poiseuille fl ow in a rough nano channel with checker
surface roughnesses geometry. Heat Mass Transf. 50 , 105–113
(2014)
12. H. Rahmatipour, A.R. Azimian, O. Atlaschian, Study of fl uid fl ow
behavior in smooth and rough nanochannels through oscillatory
wall by molecular dynamics simulation. Physica A 465 , 159–174
(2017)
13. D. Toghraie, M. Mokhtari, M. Afrand, Molecular dynamic simulation
of copper and platinum nanoparticles Poiseuille fl ow in a
nanochannels. Physica E 84 , 152–161 (2016)
14. Y. Wang, P. Keblinski, Role of wetting and nanoscale roughness
on thermal conductance at liquid-solid interface. Appl. Phys. Lett.
99 (7), 073112 (2011)
15. Y. Chen, C. Zhang, Role of surface roughness on thermal conductance
at liquid–solid interfaces. Int. J. Heat Mass Transf. 78 ,
624–629 (2014)
16. M. Bagheri Motlagh, M. Kalteh, An investigation on thermal conductivity
of fl uid in a nanochannel by nonequilibrium molecular
dynamics simulations. J. Heat Transf. 142 (3), 032503 (2020)
17. M. Bagheri Motlagh, M. Kalteh, Investigating the wall eff ect on
convective heat transfer in a nanochannel by molecular dynamics
simulation. Int. J. Therm. Sci. 156 , 106472 (2020)
18. D. Surblys, Y. Kawagoe, M. Shibahara, T. Ohara, Molecular
dynamics investigation of surface roughness scale eff ect on interfacial
thermal conductance at solid-liquid interfaces. J. Chem.
Phys. 150 (11), 114705 (2019)
19. Q. Cao, W. Shao, Z. Cui, Molecular dynamics simulations and
mathematical optimization method for surface structures regarding
evaporation heat transfer enhancement at the nanoscale. Int.
J. Heat Mass Transf. 153 , 119616 (2020)
20. Z. Song, Z. Cui, Q. Cao, Y. Liu, J. Li, Molecular dynamics study
of convective heat transfer in ordered rough nanochannels. J. Mol.
Liq. 337 , 116052 (2021)
21. R.A. Bantan, N.H. Abu-Hamdeh, O.K. Nusier, A. Karimipour,
The molecular dynamics study of aluminum nanoparticles eff ect
on the atomic behavior of argon atoms inside zigzag nanochannel.
J. Mol. Liq. 331 , 115714 (2021)
22. S. Yao, J. Wang, X. Liu, Y. Jiao, The eff ects of surface topography
and non-uniform wettability on fl uid fl ow and interface slip in
rough nanochannel. J. Mol. Liq. 301 , 112460 (2020)
23. S. Yao, J. Wang, X. Liu, The impacting mechanism of surface
properties on fl ow and heat transfer features in nanochannel. Int.
J. Heat Mass Transf. 176 , 121441 (2021)
24. Z. Song, X. Shang, Z. Cui, Y. Liu, Q. Cao, Investigation of surface
structure-wettability coupling on heat transfer and fl ow characteristics
in nanochannels. Appl. Therm. Eng. 218 , 119362 (2023)
25. M. Hekmatifar, D. Toghraie, B. Mehmandoust, F. Aghadavoudi,
S.A. Eftekhari, Molecular dynamics simulation of condensation
phenomenon of nanofl uid on diff erent roughness surfaces in the
presence of hydrophilic and hydrophobic structures. J. Mol. Liq.
334 , 116036 (2021)
26. N.H. Abu-Hamdeh, E. Almatrafi , M. Hekmatifar, D. Toghraie, A.
Golmohammadzadeh, Molecular dynamics simulation of the thermal
properties of the Cu-water nanofl uid on a roughed Platinum
surface: simulation of phase transition in nanofl uids. J. Mol. Liq.
327 , 114832 (2021)
27. M. Wang, H. Sun, L. Cheng, Investigation of convective heat
transfer performance in nanochannels with fractal Cantor structures.
Int. J. Heat Mass Transf. 171 , 121086 (2021)
28. P. Alipour, D. Toghraie, A. Karimipour, M. Hajian, Molecular
dynamics simulation of fl uid fl ow passing through a nanochannel:
eff ects of geometric shape of roughnesses. J. Mol. Liq. 275 ,
192–203 (2019)
29. P. Alipour, D. Toghraie, A. Karimipour, M. Hajian, Modeling different
structures in perturbed Poiseuille fl ow in a nanochannel by
using of molecular dynamics simulation: study the equilibrium.
Physica A 515 , 13–30 (2019)
30. Y. Qin, J. Zhao, Z. Liu, C. Wang, H. Zhang, Study on eff ect of
diff erent surface roughness on nanofl uid fl ow in nanochannel by
using molecular dynamics simulation. J. Mol. Liq. 346 , 117148
(2022)
31. K. Hyżorek, K.V. Tretiakov, Thermal conductivity of liquid argon
in nanochannels from molecular dynamics simulations. J. Chem.
Phys. 144 (19), 194507 (2016)
32. T.N. Abdelhameed, Investigating the eff ect of wall temperature
on the thermal performance of NH3 in the presence of suspended
roughness in the 2D and 3D nanochannels: a molecular dynamics
study. Eng. Anal. Bound. Elem. 146 , 859–868 (2023)
33. H. Sun, M. Wang, Atomistic insights into heat transfer and fl ow
behaviors of nanofl uids in nanochannels. J. Mol. Liq. 345 , 117872
(2022)
34. N.H. Abu-Hamdeh, R.A. Alsulami, A. Alimoradi, A. Karimipour,
Fluid fl ow and heat transfer of the two-phase solid/liquid mixture
at the equilibration phase structure via MD method: atomic
value eff ects in a case study of energy consumption and absorbed
energy. J. Mol. Liq. 337 , 116384 (2021)
35. Y. Shi, S. Allahyari, S.M. Sajadi, M.A. Alazwari, P. Firouzi, N.H.
Abu-Hamdeh, D. Baleanu, F. Ghaemi, A. Karimipour, The molecular
dynamics study of atomic management and thermal behavior
of Al-water nanofl uid: a two phase unsteady simulation. J. Mol.
Liq. 340 , 117286 (2021)
36. X.Y. Shen, M. Hekmatifar, M.Y.A. Shukor, A.A. Alizadeh, Y.L.
Sun, D. Toghraie, R. Sabetvand, Molecular dynamics simulation
of water-based ferro-nanofl uid fl ow in the microchannel and nanochannel:
eff ects of number of layers and material of walls. J. Mol.
Liq. 338 , 116924 (2021)
37. L. Bao, C. Zhong, P. Jie, Y. Hou, The eff ect of nanoparticle size
and nanoparticle aggregation on the fl ow characteristics of nanofl
uids by molecular dynamics simulation. Adv. Mech. Eng. 11 (11),
1687814019889486 (2019)
38. J. Liao, A. Zhang, S. Qing, X. Zhang, Z. Luo, Investigation on the
aggregation structure of nanoparticle on the thermal conductivity
of nanofl uids by molecular dynamic simulations. Powder Technol.
395 , 584–591 (2022)
39. H. Kang, Y. Zhang, M. Yang, L. Li, Molecular dynamics simulation
on eff ect of nanoparticle aggregation on transport properties
of a nanofl uid. J. Nanotechnol. Eng. Med. 3 (2), 021001 (2012)
40. R. Wang, S. Qian, Z. Zhang, Investigation of the aggregation morphology
of nanoparticle on the thermal conductivity of nanofl uid
by molecular dynamics simulations. Int. J. Heat Mass Transf. 127 ,
1138–1146 (2018)
41. M. Bagheri Motlagh, M. Kalteh, Molecular dynamics simulation
of nanofl uid convective heat transfer in a nanochannel: eff ect of
nanoparticles shape, aggregation and wall roughness. J. Mol. Liq.
318 , 114028 (2020)
42. M. Bagheri Motlagh, M. Kalteh, Simulating the convective heat
transfer of nanofl uid Poiseuille fl ow in a nanochannel by molecular
dynamics method. Int. Commun. Heat Mass Transf. 111 ,
104478 (2020)
43. S. Assadi, M. Kalteh, M. Bagheri Motlagh, Investigating convective
heat transfer coeffi cient of nanofl uid Couette fl ow in a nanochannel
by molecular dynamics simulation. Mol. Simul. 48 (8),
702–711 (2022)
44. W. Cui, Z. Shen, J. Yang, S. Wu, Rotation and migration of nanoparticles
for heat transfer augmentation in nanofl uids by molecular
dynamics simulation. Case Stud. Therm. Eng. 6 , 182–193 (2015)
45. C. Hu, M. Bai, J. Lv, P. Wang, L. Zhang, X. Li, Molecular dynamics
simulation of nanofl uid’s fl ow behaviors in the near-wall model
and main fl ow model. Microfl uid. Nanofl uid. 17 , 581–589 (2014)

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