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Published in: Arabian Journal for Science and Engineering 12/2021

19-08-2021 | Research Article-Mechanical Engineering

Impact of Hall Current on a 3D Casson Nanofluid Flow Past a Rotating Deformable Disk with Variable Characteristics

Authors: Naila Shaheen, Muhammad Ramzan, M. Kbiri Alaoui

Published in: Arabian Journal for Science and Engineering | Issue 12/2021

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Abstract

The significance of the present investigation is to explore the impacts of the Hall current and variable traits of thermal conductivity and the mass diffusion instead of the constant on a three-dimensional (3D) Darcy–Forchheimer–Casson nanofluid flow past a deformable rotating disk extendable in the radial direction. However, the motion of the flow is induced owing to the rotation and deformation of the disk. The process of heat transfer is inspected in the presence of the Cattaneo–Christov heat and mass fluxes, thermal radiation, and the activation energy amalgamated with chemical reaction added to witness the effect on the mass transfer. The novelty of the model is enhanced with the additional effects of momentum slip and convective boundary conditions. On utilizing the Von Karmann similarity variable, the formulated problem is transformed into ordinary differential equations. A numerical solution for the system of the differential equations is attained by employing the bvp4c function in MATLAB. The upshot of sundry parameters versus involved profiles is deliberated graphically. It is perceived that on escalating the Brownian motion and temperature-dependent thermal conductivity, the temperature field escalates. The velocity field in radial and azimuthal direction decays for up surging the Casson fluid and magnetic parameters. A comparative analysis of the present investigation with an already published work is also added to substantiate the envisioned problem.

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Literature
1.
go back to reference Von Kármán, T.: Uber laminare und turbulente Reibung. Z. Angew. Math. Mech. 1, 233–252 (1921)MATHCrossRef Von Kármán, T.: Uber laminare und turbulente Reibung. Z. Angew. Math. Mech. 1, 233–252 (1921)MATHCrossRef
2.
go back to reference Cochran, W.G.: The flow due to a rotating disc. Math. Proc. Camb. Philos. Soc. Camb. Univ. Press 30(3), 365–375 (1934)MATHCrossRef Cochran, W.G.: The flow due to a rotating disc. Math. Proc. Camb. Philos. Soc. Camb. Univ. Press 30(3), 365–375 (1934)MATHCrossRef
3.
4.
go back to reference Hafeez, A.; Khan, M.; Ahmed, J.: Thermal aspects of chemically reactive Oldroyd-B fluid flow over a rotating disk with Cattaneo-Christov heat flux theory. J. Therm. Anal. Calorim. 144, 1–11 (2020) Hafeez, A.; Khan, M.; Ahmed, J.: Thermal aspects of chemically reactive Oldroyd-B fluid flow over a rotating disk with Cattaneo-Christov heat flux theory. J. Therm. Anal. Calorim. 144, 1–11 (2020)
5.
go back to reference Shehzad, S.A.; Mabood, F.; Rauf, A.; Tlili, I.: Forced convective Maxwell fluid flow through rotating disk under the thermophoretic particles motion. Int. Commun. Heat and Mass Transf. 116, 104693 (2020)CrossRef Shehzad, S.A.; Mabood, F.; Rauf, A.; Tlili, I.: Forced convective Maxwell fluid flow through rotating disk under the thermophoretic particles motion. Int. Commun. Heat and Mass Transf. 116, 104693 (2020)CrossRef
7.
go back to reference Shuaib, M.; Bilal, M.; Khan, M.A.; Malebary, S.J.: Fractional analysis of viscous fluid flow with heat and mass transfer over a flexible rotating disk. Comput. Model. Eng. Sci. 123(1), 377–400 (2020) Shuaib, M.; Bilal, M.; Khan, M.A.; Malebary, S.J.: Fractional analysis of viscous fluid flow with heat and mass transfer over a flexible rotating disk. Comput. Model. Eng. Sci. 123(1), 377–400 (2020)
8.
go back to reference Gholinia, M.; Hosseinzadeh, K.; Mehrzadi, H.; Ganji, D.D.; Ranjbar, A.A.: Investigation of MHD Eyring-Powell fluid flow over a rotating disk under effect of homogeneous–heterogeneous reactions. Case Stud. Therm. Eng. 13, 100356 (2019)CrossRef Gholinia, M.; Hosseinzadeh, K.; Mehrzadi, H.; Ganji, D.D.; Ranjbar, A.A.: Investigation of MHD Eyring-Powell fluid flow over a rotating disk under effect of homogeneous–heterogeneous reactions. Case Stud. Therm. Eng. 13, 100356 (2019)CrossRef
9.
go back to reference Khan, M.I.; Alzahrani, F.; Hobiny, A.; Ali, Z.: Fully developed second order velocity slip Darcy-Forchheimer flow by a variable thicked surface of disk with entropy generation. Int. Commun. Heat Mass Transf. 117, 104778 (2020)CrossRef Khan, M.I.; Alzahrani, F.; Hobiny, A.; Ali, Z.: Fully developed second order velocity slip Darcy-Forchheimer flow by a variable thicked surface of disk with entropy generation. Int. Commun. Heat Mass Transf. 117, 104778 (2020)CrossRef
10.
go back to reference Ramzan, M.; Riasat, S.; Kadry, S.; Long, C.; Nam, Y.; Lu, D.: Numerical simulation of 3D condensation nanofluid film flow with carbon nanotubes on an inclined rotating disk. Appl. Sci. 10(1), 168 (2020)CrossRef Ramzan, M.; Riasat, S.; Kadry, S.; Long, C.; Nam, Y.; Lu, D.: Numerical simulation of 3D condensation nanofluid film flow with carbon nanotubes on an inclined rotating disk. Appl. Sci. 10(1), 168 (2020)CrossRef
11.
go back to reference Gangadhar, K.; Babu, P.R.; Makinde, O.D.: Spectral relaxation method for Powell-Eyring fluid flow past a radially stretching heated disk surface in a porous medium. Defect Diffus. Forum. 387, 575–586 (2018)CrossRef Gangadhar, K.; Babu, P.R.; Makinde, O.D.: Spectral relaxation method for Powell-Eyring fluid flow past a radially stretching heated disk surface in a porous medium. Defect Diffus. Forum. 387, 575–586 (2018)CrossRef
12.
go back to reference Ramzan, M.; Chung, J.D.; Ullah, N.: Partial slip effect in the flow of MHD micropolar nanofluid flow due to a rotating disk—a numerical approach. Results Phys. 7, 3557–3566 (2017)CrossRef Ramzan, M.; Chung, J.D.; Ullah, N.: Partial slip effect in the flow of MHD micropolar nanofluid flow due to a rotating disk—a numerical approach. Results Phys. 7, 3557–3566 (2017)CrossRef
13.
go back to reference Hayat, T.; Javed, M.; Imtiaz, M.; Alsaedi, A.: Convective flow of Jeffrey nanofluid due to two stretchable rotating disks. J. Mol. Liq. 240, 291–302 (2017)CrossRef Hayat, T.; Javed, M.; Imtiaz, M.; Alsaedi, A.: Convective flow of Jeffrey nanofluid due to two stretchable rotating disks. J. Mol. Liq. 240, 291–302 (2017)CrossRef
14.
go back to reference Ramzan, M.; Riasat, S.; Chung, J.D.; Chu, Y.M.; Sheikholeslami, M.; Kadry, S.; Howari, F.: Upshot of heterogeneous catalysis in a nanofluid flow over a rotating disk with slip effects and entropy optimization analysis. Sci. Rep. 11(1), 1–15 (2021)CrossRef Ramzan, M.; Riasat, S.; Chung, J.D.; Chu, Y.M.; Sheikholeslami, M.; Kadry, S.; Howari, F.: Upshot of heterogeneous catalysis in a nanofluid flow over a rotating disk with slip effects and entropy optimization analysis. Sci. Rep. 11(1), 1–15 (2021)CrossRef
15.
go back to reference Riasat, S.; Ramzan, M.; Sun, Y.L.; Malik, M.Y.; Chinram, R.: Comparative analysis of Yamada-Ota and Xue models for hybrid nanofluid flow amid two concentric spinning disks with variable thermophysical characteristics. Case Stud. Therm. Eng. 26, 101039 (2021)CrossRef Riasat, S.; Ramzan, M.; Sun, Y.L.; Malik, M.Y.; Chinram, R.: Comparative analysis of Yamada-Ota and Xue models for hybrid nanofluid flow amid two concentric spinning disks with variable thermophysical characteristics. Case Stud. Therm. Eng. 26, 101039 (2021)CrossRef
16.
go back to reference Zhou, S.S.; Ramzan, M.; Howari, F.; Kadry, S.; Chu, Y.M.; Malik, M.Y.: 3D Bio-convective nanofluid Bödewadt slip flow comprising gyrotactic microorganisms over a stretched stationary disk with modified Fourier law. Phys. Scr. 96(7), 075702 (2021)CrossRef Zhou, S.S.; Ramzan, M.; Howari, F.; Kadry, S.; Chu, Y.M.; Malik, M.Y.: 3D Bio-convective nanofluid Bödewadt slip flow comprising gyrotactic microorganisms over a stretched stationary disk with modified Fourier law. Phys. Scr. 96(7), 075702 (2021)CrossRef
17.
go back to reference Mehmood, T.; Ramzan, M.; Howari, F.; Kadry, S.; Chu, Y.M.: Application of response surface methodology on the nanofluid flow over a rotating disk with autocatalytic chemical reaction and entropy generation optimization. Sci. Rep. 11(1), 1–18 (2021)CrossRef Mehmood, T.; Ramzan, M.; Howari, F.; Kadry, S.; Chu, Y.M.: Application of response surface methodology on the nanofluid flow over a rotating disk with autocatalytic chemical reaction and entropy generation optimization. Sci. Rep. 11(1), 1–18 (2021)CrossRef
18.
go back to reference Riasat, S.; Ramzan, M.; Kadry, S.; Chu, Y.M.: Significance of magnetic Reynolds number in a three-dimensional squeezing Darcy-Forchheimer hydromagnetic nanofluid thin-film flow between two rotating disks. Sci. Rep. 10(1), 1–20 (2020)CrossRef Riasat, S.; Ramzan, M.; Kadry, S.; Chu, Y.M.: Significance of magnetic Reynolds number in a three-dimensional squeezing Darcy-Forchheimer hydromagnetic nanofluid thin-film flow between two rotating disks. Sci. Rep. 10(1), 1–20 (2020)CrossRef
19.
go back to reference Ramzan, M.; Riasat, S.; Kadry, S.; Kuntha, P.; Nam, Y.; Howari, F.: Numerical analysis of carbon nanotube-based nanofluid unsteady flow amid two rotating disks with Hall current coatings and homogeneous–heterogeneous reactions. Coatings 10(1), 48 (2020)CrossRef Ramzan, M.; Riasat, S.; Kadry, S.; Kuntha, P.; Nam, Y.; Howari, F.: Numerical analysis of carbon nanotube-based nanofluid unsteady flow amid two rotating disks with Hall current coatings and homogeneous–heterogeneous reactions. Coatings 10(1), 48 (2020)CrossRef
21.
go back to reference Nadeem, S.; Ijaz, M.; Ayub, M.: Darcy-Forchheimer flow under rotating disk and entropy generation with thermal radiation and heat source/sink. J. Therm. Anal. Calorim. 11(4), 1295–1308 (2020) Nadeem, S.; Ijaz, M.; Ayub, M.: Darcy-Forchheimer flow under rotating disk and entropy generation with thermal radiation and heat source/sink. J. Therm. Anal. Calorim. 11(4), 1295–1308 (2020)
22.
go back to reference Mekheimer, K.S.; Ramadan, S.F.: New insight into gyrotactic microorganisms for bio-thermal convection of Prandtl nanofluid over a stretching/shrinking permeable sheet. SN Appl. Sci. 2(3), 1–11 (2020)CrossRef Mekheimer, K.S.; Ramadan, S.F.: New insight into gyrotactic microorganisms for bio-thermal convection of Prandtl nanofluid over a stretching/shrinking permeable sheet. SN Appl. Sci. 2(3), 1–11 (2020)CrossRef
23.
go back to reference Khan, U.; Bilal, S.; Zaib, A.; Makinde, O.D.; Wakif, A.: Numerical simulation of a nonlinear coupled differential system describing a convective flow of Casson gold–blood nanofluid through a stretched rotating rigid disk in the presence of Lorentz forces and nonlinear thermal radiation. Numer. Methods Partial Differ. Eq. (2020). https://doi.org/10.1002/num.22620CrossRef Khan, U.; Bilal, S.; Zaib, A.; Makinde, O.D.; Wakif, A.: Numerical simulation of a nonlinear coupled differential system describing a convective flow of Casson gold–blood nanofluid through a stretched rotating rigid disk in the presence of Lorentz forces and nonlinear thermal radiation. Numer. Methods Partial Differ. Eq. (2020). https://​doi.​org/​10.​1002/​num.​22620CrossRef
24.
go back to reference Khan, N.; Riaz, I.; Hashmi, M.S.; Musmar, S.A.; Khan, S.U.; Abdelmalek, Z.; Tlili, I.: Aspects of chemical entropy generation in flow of casson nanofluid between radiative stretching disks. Entropy 22(5), 495 (2020)MathSciNetCrossRef Khan, N.; Riaz, I.; Hashmi, M.S.; Musmar, S.A.; Khan, S.U.; Abdelmalek, Z.; Tlili, I.: Aspects of chemical entropy generation in flow of casson nanofluid between radiative stretching disks. Entropy 22(5), 495 (2020)MathSciNetCrossRef
25.
go back to reference Saeed, A.; Gul, T.: Bioconvection casson nanofluid flow together with Darcy-Forchheimer due to a rotating disk with thermal radiation and arrhenius activation energy. SN Appl. Sci. 3(1), 1–19 (2021)CrossRef Saeed, A.; Gul, T.: Bioconvection casson nanofluid flow together with Darcy-Forchheimer due to a rotating disk with thermal radiation and arrhenius activation energy. SN Appl. Sci. 3(1), 1–19 (2021)CrossRef
26.
go back to reference Prasad, K.V.; Vaidya, H.; Makinde, O.D.; Setty, B.S.: MHD mixed convective flow of Casson nanofluid over a slender rotating disk with source/sink and partial slip effects. Defect Diffus. Forum 392, 92–122 (2019)CrossRef Prasad, K.V.; Vaidya, H.; Makinde, O.D.; Setty, B.S.: MHD mixed convective flow of Casson nanofluid over a slender rotating disk with source/sink and partial slip effects. Defect Diffus. Forum 392, 92–122 (2019)CrossRef
27.
go back to reference Ramzan, M.; Shaheen, N.; Chung, J.D.; Kadry, S.; Chu, Y.M.; Howari, F.: Impact of Newtonian heating and Fourier and Fick’s laws on a magnetohydrodynamic dusty Casson nanofluid flow with variable heat source/sink over a stretching cylinder. Sci. Rep. 11(1), 1–19 (2021)CrossRef Ramzan, M.; Shaheen, N.; Chung, J.D.; Kadry, S.; Chu, Y.M.; Howari, F.: Impact of Newtonian heating and Fourier and Fick’s laws on a magnetohydrodynamic dusty Casson nanofluid flow with variable heat source/sink over a stretching cylinder. Sci. Rep. 11(1), 1–19 (2021)CrossRef
28.
go back to reference Abo-Elkhair, R.E.; Mekheimer, K.S.; Zaher, A.Z.: Electro-magnetohydrodynamic oscillatory flow of a dielectric fluid through a porous medium with heat transfer: Brinkman model. Bionanoscience 8(2), 596–608 (2018)CrossRef Abo-Elkhair, R.E.; Mekheimer, K.S.; Zaher, A.Z.: Electro-magnetohydrodynamic oscillatory flow of a dielectric fluid through a porous medium with heat transfer: Brinkman model. Bionanoscience 8(2), 596–608 (2018)CrossRef
29.
go back to reference Ramzan, M.; Sheikholeslami, M.; Chung, J.D.; Shafee, A.: Melting heat transfer and entropy optimization owing to carbon nanotubes suspended Casson nanoliquid flow past a swirling cylinder—a numerical treatment. AIP Adv. 8(11), 115130 (2018)CrossRef Ramzan, M.; Sheikholeslami, M.; Chung, J.D.; Shafee, A.: Melting heat transfer and entropy optimization owing to carbon nanotubes suspended Casson nanoliquid flow past a swirling cylinder—a numerical treatment. AIP Adv. 8(11), 115130 (2018)CrossRef
30.
go back to reference Ramzan, M.; Bilal, M.; Chung, J.D.: Numerical simulation of magnetohydrodynamic radiative flow of Casson nanofluid with chemical reaction past a porous media. J. Comput. Theor. Nanosci. 14(12), 5788–5796 (2017)CrossRef Ramzan, M.; Bilal, M.; Chung, J.D.: Numerical simulation of magnetohydrodynamic radiative flow of Casson nanofluid with chemical reaction past a porous media. J. Comput. Theor. Nanosci. 14(12), 5788–5796 (2017)CrossRef
31.
go back to reference Pathak, G.; Joshi, N.: Hall effect in steady MHD radiated flow over a rotating disk embedded in porous medium. J. Xi’an Univ. Archit. Technol. XII, 6037–6045 (2020) Pathak, G.; Joshi, N.: Hall effect in steady MHD radiated flow over a rotating disk embedded in porous medium. J. Xi’an Univ. Archit. Technol. XII, 6037–6045 (2020)
32.
go back to reference Khan, M.; Ali, W.; Ahmed, J.: A hybrid approach to study the influence of Hall current in radiative nanofluid flow over a rotating disk. Appl. Nanosci. 10, 5167–5177 (2020)CrossRef Khan, M.; Ali, W.; Ahmed, J.: A hybrid approach to study the influence of Hall current in radiative nanofluid flow over a rotating disk. Appl. Nanosci. 10, 5167–5177 (2020)CrossRef
33.
go back to reference Wakeel Ahmad, M.; McCash, L.B.; Shah, Z.; Nawaz, R.: Cattaneo-Christov heat flux model for second grade nanofluid flow with hall effect through entropy generation over stretchable rotating disk. Coatings 10(7), 610 (2020)CrossRef Wakeel Ahmad, M.; McCash, L.B.; Shah, Z.; Nawaz, R.: Cattaneo-Christov heat flux model for second grade nanofluid flow with hall effect through entropy generation over stretchable rotating disk. Coatings 10(7), 610 (2020)CrossRef
34.
go back to reference Acharya, N.; Bag, R.; Kundu, P.K.: Influence of Hall current on radiative nanofluid flow over a spinning disk: a hybrid approach. Phys. E. 111, 103–112 (2019)CrossRef Acharya, N.; Bag, R.; Kundu, P.K.: Influence of Hall current on radiative nanofluid flow over a spinning disk: a hybrid approach. Phys. E. 111, 103–112 (2019)CrossRef
35.
go back to reference Rafiq, T.; Mustafa, M.; Farooq, M.A.: Modeling heat transfer in fluid flow near a decelerating rotating disk with variable fluid properties. Int. Commun. Heat Mass Transf. 116, 104673 (2020)CrossRef Rafiq, T.; Mustafa, M.; Farooq, M.A.: Modeling heat transfer in fluid flow near a decelerating rotating disk with variable fluid properties. Int. Commun. Heat Mass Transf. 116, 104673 (2020)CrossRef
36.
go back to reference Khan, M.; Salahuddin, T.; Stephen, S.O.: Thermo-physical characteristics of liquids and gases near a rotating disk. Chaos Solitons Fractals 141, 110304 (2020)MathSciNetCrossRef Khan, M.; Salahuddin, T.; Stephen, S.O.: Thermo-physical characteristics of liquids and gases near a rotating disk. Chaos Solitons Fractals 141, 110304 (2020)MathSciNetCrossRef
37.
go back to reference Ahmed, J.; Khan, M.; Ahmad, L.: Stagnation point flow of Maxwell nanofluid over a permeable rotating disk with heat source/sink. J. Mol. Liq. 287, 110853 (2019)CrossRef Ahmed, J.; Khan, M.; Ahmad, L.: Stagnation point flow of Maxwell nanofluid over a permeable rotating disk with heat source/sink. J. Mol. Liq. 287, 110853 (2019)CrossRef
38.
go back to reference Hayat, T.; Javed, M.; Imtiaz, M.; Alsaedi, A.: Effect of Cattaneo-Christov heat flux on Jeffrey fluid flow with variable thermal conductivity. Results Phys. 8, 341–351 (2018)CrossRef Hayat, T.; Javed, M.; Imtiaz, M.; Alsaedi, A.: Effect of Cattaneo-Christov heat flux on Jeffrey fluid flow with variable thermal conductivity. Results Phys. 8, 341–351 (2018)CrossRef
39.
go back to reference Abbas, W.; Mekheimer, K.S.; Ghazy, M.M.; Moawad, A.M.A.: Thermal radiation effects on oscillatory squeeze flow with a particle-fluid suspension. Heat Transf. 50(3), 2129–2149 (2021)CrossRef Abbas, W.; Mekheimer, K.S.; Ghazy, M.M.; Moawad, A.M.A.: Thermal radiation effects on oscillatory squeeze flow with a particle-fluid suspension. Heat Transf. 50(3), 2129–2149 (2021)CrossRef
40.
go back to reference Ramzan, M.; Abid, N.; Lu, D.; Tlili, I.: Impact of melting heat transfer in the time-dependent squeezing nanofluid flow containing carbon nanotubes in a Darcy-Forchheimer porous media with Cattaneo-Christov heat flux. Commun. Theor. Phys. 72(8), 085801 (2020)MathSciNetCrossRef Ramzan, M.; Abid, N.; Lu, D.; Tlili, I.: Impact of melting heat transfer in the time-dependent squeezing nanofluid flow containing carbon nanotubes in a Darcy-Forchheimer porous media with Cattaneo-Christov heat flux. Commun. Theor. Phys. 72(8), 085801 (2020)MathSciNetCrossRef
41.
go back to reference Tulu, A.; Ibrahim, W.: MHD slip flow of CNT-ethylene glycol nanofluid due to a stretchable rotating disk with Cattaneo–Christov heat flux model. Math. Probl. Eng. 2020, 1374658 (2020) Tulu, A.; Ibrahim, W.: MHD slip flow of CNT-ethylene glycol nanofluid due to a stretchable rotating disk with Cattaneo–Christov heat flux model. Math. Probl. Eng. 2020, 1374658 (2020)
43.
go back to reference Yin, C.; Zheng, L.; Zhang, C.; Zhang, X.: Flow and heat transfer of nanofluids over a rotating disk with uniform stretching rate in the radial direction. Propuls. Power Res. 6(1), 25–30 (2017)CrossRef Yin, C.; Zheng, L.; Zhang, C.; Zhang, X.: Flow and heat transfer of nanofluids over a rotating disk with uniform stretching rate in the radial direction. Propuls. Power Res. 6(1), 25–30 (2017)CrossRef
44.
go back to reference Hafeez, A.; Khan, M.; Ahmed, J.: Flow of Oldroyd-B fluid over a rotating disk with Cattaneo-Christov theory for heat and mass fluxes. Comput. Methods Programs Biomed. 191, 105374 (2020)CrossRef Hafeez, A.; Khan, M.; Ahmed, J.: Flow of Oldroyd-B fluid over a rotating disk with Cattaneo-Christov theory for heat and mass fluxes. Comput. Methods Programs Biomed. 191, 105374 (2020)CrossRef
Metadata
Title
Impact of Hall Current on a 3D Casson Nanofluid Flow Past a Rotating Deformable Disk with Variable Characteristics
Authors
Naila Shaheen
Muhammad Ramzan
M. Kbiri Alaoui
Publication date
19-08-2021
Publisher
Springer Berlin Heidelberg
Published in
Arabian Journal for Science and Engineering / Issue 12/2021
Print ISSN: 2193-567X
Electronic ISSN: 2191-4281
DOI
https://doi.org/10.1007/s13369-021-06060-1

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