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Treatment of nanofluid within porous media using non-equilibrium approach

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Abstract

Lorentz force impact on heat transfer was scrutinized in current paper, and nanomaterial behavior was analyzed within a domain which has been scrutinized via non-equilibrium theory. Moreover, radiation term has been added and shape factor impact was investigated. Outputs reveal that suppression of convective flow in appearance of Lorentz forces makes Nuave to decline. More complex isotherms generate with rise of Ra; thus, Nuave augments with enhancement of Ra. Nuave is a reduction function of Nhs, while Rd has opposite relation.

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References

  1. Rashidi S, Eskandarian M, Mahian O, Poncet S. Combination of nanofluid and inserts for heat transfer enhancement. J Therm Anal Calorim. 2018. https://doi.org/10.1007/s10973-018-7070-9.

    Article  Google Scholar 

  2. Mahian O, Kolsi L, Amani M, Estellé P, Ahmadi G, Kleinstreueri C, Marshall JS, Siavash M, Taylor RA, Niazmand H, Wongwises S, Hayat T, Kolanjiyil A, Kasaeian A, Pop I. Recent advances in modeling and simulation of nanofluid flows—part I: fundamentals and theory. Phys Rep. 2019;790(3):1–48.

    CAS  Google Scholar 

  3. Mahian O, Kolsi L, Amani M, Estellé P, Ahmadi G, Kleinstreueri C, Marshall JS, Siavash M, Taylor RA, Niazmand H, Wongwises S, Hayat T, Kolanjiyil A, Kasaeian A, Pop I. Recent advances in modeling and simulation of nanofluid flows—part II: applications. Phys Rep. 2019;791(13):1–59.

    CAS  Google Scholar 

  4. Sheikholeslami M. Influence of magnetic field on Al2O3–H2O nanofluid forced convection heat transfer in a porous lid driven cavity with hot sphere obstacle by means of LBM. J Mol Liq. 2018;263:472–88.

    CAS  Google Scholar 

  5. Qin Y, He Y, Wu B, Ma S, Zhang X. Regulating top albedo and bottom emissivity of concrete roof tiles for reducing building heat gains. Energy Build. 2017;156(3):218–24.

    Google Scholar 

  6. Sheikholeslami M. Numerical simulation for solidification in a LHTESS by means of Nano-enhanced PCM. J Taiwan Inst Chem Eng. 2018;86:25–41.

    CAS  Google Scholar 

  7. Sheikholeslami M. Numerical modeling of nano enhanced PCM solidification in an enclosure with metallic fin. J Mol Liq. 2018;259:424–38.

    CAS  Google Scholar 

  8. Yang L, Du K. A comprehensive review on the natural, forced and mixed convection of non-Newtonian fluids (nanofluids) inside different cavities. J Therm Anal Calorim. 2019. https://doi.org/10.1007/s10973-019-08987-y.

    Article  Google Scholar 

  9. Sheikholeslami M, Shamlooei M. Fe3O4–H2O nanofluid natural convection in presence of thermal radiation. Int J Hydrog Energy. 2017;42(9):5708–18.

    CAS  Google Scholar 

  10. Sheikholeslami M, Rokni HB. Magnetic nanofluid flow and convective heat transfer in a porous cavity considering Brownian motion effects. Phys Fluids. 2018. https://doi.org/10.1063/1.5012517.

    Article  Google Scholar 

  11. Qin Y, Zhang M, Mei G. A new simplified method for measuring the permeability characteristics of highly porous media. J Hydrol. 2018;562:725–32.

    Google Scholar 

  12. Sheikholeslami M, Jafaryar M, Hedayat M, Shafee A, Li Z, Nguyen TK, Bakouri M. Heat transfer and turbulent simulation of nanomaterial due to compound turbulator including irreversibility analysis. Int J Heat Mass Transf. 2019;137:1290–300.

    CAS  Google Scholar 

  13. Ma X, Sheikholeslami M, Jafaryar M, Shafee A, Nguyen-Thoi T, Li Z. Solidification inside a clean energy storage unit utilizing phase change material with copper oxide nanoparticles. J Clean Prod. 2019. https://doi.org/10.1016/j.jclepro.2019.118888.

    Article  Google Scholar 

  14. Sheikholeslami M, Mahian O. Enhancement of PCM solidification using inorganic nanoparticles and an external magnetic field with application in energy storage systems. J Clean Prod. 2019;215:963–77.

    CAS  Google Scholar 

  15. Sheikholeslami M, Ellahi R. Three dimensional mesoscopic simulation of magnetic field effect on natural convection of nanofluid. Int J Heat Mass Transf. 2015;89:799–808.

    CAS  Google Scholar 

  16. Sheikholeslami M, Jafaryar M, Shafee A, Li Z, Haq R. Heat transfer of nanoparticles employing innovative turbulator considering entropy generation. Int J Heat Mass Transf. 2019;136:1233–40.

    CAS  Google Scholar 

  17. Guestala M, Kadjaa M, Hoangb MT. Study of heat transfer by natural convection of nanofluids in a partially heated cylindrical enclosure. Case Stud Therm Eng. 2018;11:135–44.

    Google Scholar 

  18. Arul Kumar R, Ganesh Babu B, Mohanraj M. Thermodynamic performance of forced convection solar air heaters using pin-fin absorber plate packed with latent heat storage materials. J Therm Anal Calorim. 2016;126:1657–78.

    CAS  Google Scholar 

  19. Sheikholeslami M, Shehzad SA. Magnetohydrodynamic nanofluid convection in a porous enclosure considering heat flux boundary condition. Int J Heat Mass Transf. 2017;106:1261–9.

    CAS  Google Scholar 

  20. Sheikholeslami M, Rokni HB. Simulation of nanofluid heat transfer in presence of magnetic field: a review. Int J Heat Mass Transf. 2017;115:1203–33.

    CAS  Google Scholar 

  21. Vo DD, Hedayat M, Ambreen T, Shehzad SA, Sheikholeslami M, Shafee A, Nguyen TK. Effectiveness of various shapes of Al2O3 nanoparticles on the MHD convective heat transportation in porous medium: CVFEM modeling. J Therm Anal Calorimet. 2019. https://doi.org/10.1007/s10973-019-08501-4.

    Article  Google Scholar 

  22. Sheikholeslami M, Li Z, Shafee A. Lorentz forces effect on NEPCM heat transfer during solidification in a porous energy storage system. Int J Heat Mass Transf. 2018;127:665–74.

    CAS  Google Scholar 

  23. Sheikholeslami M, Jafaryar M, Saleem S, Li Z, Shafee A, Jiang Y. Nanofluid heat transfer augmentation and exergy loss inside a pipe equipped with innovative turbulators. Int J Heat Mass Transf. 2018;126:156–63.

    CAS  Google Scholar 

  24. Sheikholeslami M, Ghasemi A, Li Z, Shafee A, Saleem A. Influence of CuO nanoparticles on heat transfer behavior of PCM in solidification process considering radiative source term. Int J Heat Mass Transf. 2018;126:1252–64.

    CAS  Google Scholar 

  25. Meibodi SS, Kianifar A, Mahian O, Wongwises S. Second law analysis of a nanofluid-based solar collector using experimental data. J Therm Anal Calorim. 2016;126:617–25.

    CAS  Google Scholar 

  26. Sheikholeslami M, Darzi M, Li Z. Experimental investigation for entropy generation and exergy loss of nano-refrigerant condensation process. Int J Heat Mass Transf. 2018;125:1087–95.

    CAS  Google Scholar 

  27. Sheikholeslami M, Shehzad SA, Li Z. Water based nanofluid free convection heat transfer in a three dimensional porous cavity with hot sphere obstacle in existence of Lorenz forces. Int J Heat Mass Transf. 2018;125:375–86.

    CAS  Google Scholar 

  28. Bellos E, Tzivanidis C. Thermal efficiency enhancement of nanofluid-based parabolic trough collectors. J Therm Anal Calorim. 2018. https://doi.org/10.1007/s10973-018-7056-7.

    Article  Google Scholar 

  29. Stalin PMJ, Arjunan TV, Matheswaran MM, Sadanandam N. Experimental and theoretical investigation on the effects of lower concentration CeO2/water nanofluid in flat-plate solar collector. J Therm Anal Calorim. 2017. https://doi.org/10.1007/s10973-017-6865-4.

    Article  Google Scholar 

  30. Sheikholeslami M, Ghasemi A. Solidification heat transfer of nanofluid in existence of thermal radiation by means of FEM. Int J Heat Mass Transf. 2018;123:418–31.

    CAS  Google Scholar 

  31. Sheikholeslami M, Rezaeianjouybari B, Darzi M, Shafee A, Li Z, Nguyen TK. Application of nano-refrigerant for boiling heat transfer enhancement employing an experimental study. Int J Heat Mass Transf. 2019;141:974–80.

    CAS  Google Scholar 

  32. Y. Qin, H. He, A new simplified method for measuring the albedo of limited extent targets, Solar Energy 157(Supplement C) (2017) 1047-1055.

  33. Sheikholeslami M. Application of Darcy law for nanofluid flow in a porous cavity under the impact of Lorentz forces. J Mol Liq. 2018;266:495–503.

    CAS  Google Scholar 

  34. Sheikholeslami M, Arabkoohsar A, Jafaryar M. Impact of a helical-twisting device on nanofluid thermal hydraulic performance of a tube. J Therm Anal Calorim. 2019. https://doi.org/10.1007/s10973-019-08683-x.

    Article  Google Scholar 

  35. Sheikholeslami M, Rokni HB. Numerical simulation for impact of Coulomb force on nanofluid heat transfer in a porous enclosure in presence of thermal radiation. Int J Heat Mass Transf. 2018;118:823–31.

    CAS  Google Scholar 

  36. Selimefendigil F, Ismael MA, Chamkha AJ. Mixed convection in superposed nanofluid and porous layers in square enclosure with inner rotating cylinder. Int J Mech Sci. 2017;124–125:95–108.

    Google Scholar 

  37. Korres DN, Tzivanidis C, Koronaki IP, Nitsas MT. Experimental, numerical and analytical investigation of a U-type evacuated tube collectors’ array. Renew Energy. 2019;135:218–31.

    Google Scholar 

  38. Sheikholeslami M. Finite element method for PCM solidification in existence of CuO nanoparticles. J Mol Liq. 2018;265:347–55.

    CAS  Google Scholar 

  39. Sheikholeslami M. Solidification of NEPCM under the effect of magnetic field in a porous thermal energy storage enclosure using CuO nanoparticles. J Mol Liq. 2018;263:303–15.

    CAS  Google Scholar 

  40. Jouybari BR, Osgouie KG, Meghdari A. Optimization of kinematic redundancy and workspace analysis of a dual-arm cam-lock robot. Robotica. 2016;34(1):23–42.

    Google Scholar 

  41. Seyednezhad M, Sheikholeslami M, Ali JA, Shafee A, Nguyen TK. Nanoparticles for water desalination in solar heat exchanger: a review. J Therm Anal Calorimet. 2019. https://doi.org/10.1007/s10973-019-08634-6.

    Article  Google Scholar 

  42. Sheikholeslami M, Gerdroodbary MB, Shafee A, Tlili I. Hybrid nanoparticles dispersion into water inside a porous wavy tank involving magnetic force. J Therm Anal Calorimet. 2019. https://doi.org/10.1007/s10973-019-08858-6.

    Article  Google Scholar 

  43. B. Rezaeianjouybari, K.G. Osgouie, A. Meghdari. Employing neural networks for manipulability optimization of the dual-arm cam-lock robot. In: ASME international mechanical engineering congress and exposition, proceedings (IMECE), 2010, vol. 8.

  44. Manh TD, Nam ND, Abdulrahman GK, Moradi R, Babazadeh H. Impact of MHD on hybrid nanomaterial free convective flow within a permeable region. J Therm Anal Calorimet. 2019. https://doi.org/10.1007/s10973-019-09008-8.

    Article  Google Scholar 

  45. Qin Y, Hiller JE, Meng D. Linearity between pavement thermophysical properties and surface temperatures. J Mater Civ Eng. 2019. https://doi.org/10.1061/(ASCE)MT.1943-5533.0002890.

    Article  Google Scholar 

  46. Sheikholeslami M, Rokni HB. Melting heat transfer influence on nanofluid flow inside a cavity in existence of magnetic field. Int J Heat Mass Transf. 2017;114:517–26.

    CAS  Google Scholar 

  47. Li Y, Aski FS, Barzinjy AA, Dara RN, Shafee A, Tlili I. Nanomaterial thermal treatment along a permeable cylinder. J Therm Anal Calorimet. 2019. https://doi.org/10.1007/s10973-019-08706-7.

    Article  Google Scholar 

  48. Farshad SA, Sheikholeslami M. Simulation of exergy loss of nanomaterial through a solar heat exchanger with insertion of multi-channel twisted tape. J Therm Anal Calorimet. 2019;138:795–804. https://doi.org/10.1007/s10973-019-08156-1.

    Article  CAS  Google Scholar 

  49. Yang L, Ji W, Huang JN, Xu G. An updated review on the influential parameters on thermal conductivity of nano-fluids. J Mol Liq. 2019;296:111780.

    CAS  Google Scholar 

  50. Sheikholeslami M, Sadoughi MK. Simulation of CuO–water nanofluid heat transfer enhancement in presence of melting surface. Int J Heat Mass Transf. 2018;116:909–19.

    CAS  Google Scholar 

  51. Qin Y, Luo J, Chen Z, Mei G, Yan L-E. Measuring the albedo of limited-extent targets without the aid of known-albedo masks. Sol Energy. 2018;171:971–6.

    Google Scholar 

  52. Tlili I, Alkanhal TA, Othman M, Dara RN, Shafee A. Water management and desalination in KSA view 2030: case study of solar humidification and dehumidification system. J Therm Anal Calorimet. 2019. https://doi.org/10.1007/s10973-019-08700-z.

    Article  Google Scholar 

  53. Sheikholeslami M, Seyednezhad M. Nanofluid heat transfer in a permeable enclosure in presence of variable magnetic field by means of CVFEM. Int J Heat Mass Transf. 2017;114:1169–80.

    CAS  Google Scholar 

  54. Sheikholeslami M, Jafaryar M, Shafee A, Li Z. Nanofluid heat transfer and entropy generation through a heat exchanger considering a new turbulator and CuO nanoparticles. J Therm Anal Calorim. 2019. https://doi.org/10.1007/s10973-018-7866-7.

    Article  Google Scholar 

  55. Sheikholeslami M, Shehzad SA. CVFEM for influence of external magnetic source on Fe3O4–H2O nanofluid behavior in a permeable cavity considering shape effect. Int J Heat Mass Transf. 2017;115:180–91.

    CAS  Google Scholar 

  56. Yang L, Mao M, Huang JN, Ji W. Enhancing the thermal conductivity of SAE 50 engine oil by adding zinc oxide nano-powder: an experimental study. Powder Technol. 2019;356:335–41.

    CAS  Google Scholar 

  57. Bianco V, Scarpa F, Tagliafico LA. Numerical analysis of the Al2O3–water nanofluid forced laminar convection in an asymmetric heated channel for application in flat plate PV/T collector. Renew Energy. 2018;116:9–21.

    CAS  Google Scholar 

  58. Rafatijo H, Monge-Palacios M, Thompson DL. Identifying collisions of various molecularities in molecular dynamics simulations. J Phys Chem A. 2019;123(6):1131–9. https://doi.org/10.1021/acs.jpca.8b11686.

    Article  CAS  PubMed  Google Scholar 

  59. Rafatijo H, Thompson DL. General application of Tolman’s concept of activation energy. J Chem Phys. 2017;147:224111. https://doi.org/10.1063/1.5009751.

    Article  CAS  PubMed  Google Scholar 

  60. Qin Y, He Y, Hiller JE, Mei G. A new water-retaining paver block for reducing runoff and cooling pavement. J Clean Prod. 2018;199:948–56.

    Google Scholar 

  61. Sheikholeslami M, Sadoughi M. Mesoscopic method for MHD nanofluid flow inside a porous cavity considering various shapes of nanoparticles. Int J Heat Mass Transf. 2017;113:106–14.

    CAS  Google Scholar 

  62. Sheikholeslami M, Bhatti MM. Forced convection of nanofluid in presence of constant magnetic field considering shape effects of nanoparticles. Int J Heat Mass Transf. 2017;111:1039–49.

    CAS  Google Scholar 

  63. Qin Y, Zhao Y, Chen X, Wang L, Li F, Bao T. Moist curing increases the solar reflectance of concrete. Constr Build Mater. 2019;215:114–8.

    Google Scholar 

  64. Sheikholeslami M, Haq R, Shafee A, Li Z, Elaraki YG, Tlili I. Heat transfer simulation of heat storage unit with nanoparticles and fins through a heat exchanger. Int J Heat Mass Transf. 2019;135:470–8.

    CAS  Google Scholar 

  65. Manh TD, Nam ND, Abdulrahman GK, Shafee A, Shamlooei M, Babazadeh H, Jilani AK, Tlili I. Effect of radiative source term on the behavior of nanomaterial with considering Lorentz forces. J Therm Anal Calorimet. 2019. https://doi.org/10.1007/s10973-019-09077-9.

    Article  Google Scholar 

  66. Sheikholeslami M, Haq R, Shafee A, Li Z. Heat transfer behavior of nanoparticle enhanced PCM solidification through an enclosure with V shaped fins. Int J Heat Mass Transf. 2019;130:1322–42.

    CAS  Google Scholar 

  67. Qin Y, Zhang M, Hiller JE. Theoretical and experimental studies on the daily accumulative heat gain from cool roofs. Energy. 2017;129:138–47.

    Google Scholar 

  68. Sheikholeslami M, Darzi M, Sadoughi MK. Heat transfer improvement and pressure drop during condensation of refrigerant-based nanofluid: an experimental procedure. Int J Heat Mass Transf. 2018;122:643–50.

    CAS  Google Scholar 

  69. Sheikholeslami M, Jafaryar M, Jafaryar M, Li Z. Nanofluid turbulent convective flow in a circular duct with helical turbulators considering CuO nanoparticles. Int J Heat Mass Transf. 2018;124:980–9.

    CAS  Google Scholar 

  70. Qin Y. A review on the development of cool pavements to mitigate urban heat island effect. Renew Sustain Energy Rev. 2015;52:445–59.

    Google Scholar 

  71. Sheikholeslami M, Bhatti MM. Active method for nanofluid heat transfer enhancement by means of EHD. Int J Heat Mass Transf. 2017;109:115–22.

    CAS  Google Scholar 

  72. Sheikholeslami M, Shehzad SA. Thermal radiation of ferrofluid in existence of Lorentz forces considering variable viscosity. Int J Heat Mass Transf. 2017;109:82–92.

    CAS  Google Scholar 

  73. Sheikholeslami M, Sheremet MA, Shafee A, Li Z. CVFEM approach for EHD flow of nanofluid through porous medium within a wavy chamber under the impacts of radiation and moving walls. J Therm Anal Calorimet. 2019. https://doi.org/10.1007/s10973-019-08235-3.

    Article  Google Scholar 

  74. Sheikholeslami M, Rokni HB. Nanofluid two phase model analysis in existence of induced magnetic field. Int J Heat Mass Transf. 2017;107:288–99.

    CAS  Google Scholar 

  75. Qin Y, He H, Ou X, Bao T. Experimental study on darkening water-rich mud tailings for accelerating desiccation. J Clean Prod. 2019. https://doi.org/10.1016/j.jclepro.2019.118235.

    Article  Google Scholar 

  76. Hossain MA, Rees DAS. Natural convection flow of a viscous incompressible fluid in a rectangular porous cavity heated from below with cold sidewalls. Heat Mass Transf. 2003;39(8):657–63.

    Google Scholar 

  77. Astanina MS, Abu-Nada E, Sheremet A. Combined effects of thermophoresis, brownian motion and nanofluid variable properties on Cuo–water nanofluid natural convection in a partially heated square cavity. J Heat Transf. 2018;140:082401–12.

    Google Scholar 

  78. Ahmad SHA, Saidur R, Mahbubul IM, Al-Sulaiman FA. Optical properties of various nanofluids used in solar collector: a review. Renew Sustain Energy Rev. 2017;73:1014–30.

    CAS  Google Scholar 

  79. Drummond JE, Korpela SA. Natural convection in a shallow cavity. J Fluid Mech. 1987;182:543–64.

    CAS  Google Scholar 

  80. Sheikholeslami M, Shehzad SA. Simulation of water based nanofluid convective flow inside a porous enclosure via non-equilibrium model. Int J Heat Mass Transf. 2018;120:1200–12.

    CAS  Google Scholar 

  81. Sheikholeslami M, Shehzad SA, Li Z, Shafee A. Numerical modeling for Alumina nanofluid magnetohydrodynamic convective heat transfer in a permeable medium using Darcy law. Int J Heat Mass Transf. 2018;127:614–22.

    CAS  Google Scholar 

  82. Sheikholeslami M. Application of control volume based finite element method (CVFEM) for nanofluid flow and heat transfer. Amsterdam: Elsevier; 2019 ISBN: 9780128141526.

    Google Scholar 

  83. Sheikholeslami M, Shehzad SA. CVFEM simulation for nanofluid migration in a porous medium using Darcy model. Int J Heat Mass Transf. 2018;122:1264–71.

    CAS  Google Scholar 

  84. Sheikholeslami M, Seyednezhad M. Simulation of nanofluid flow and natural convection in a porous media under the influence of electric field using CVFEM. Int J Heat Mass Transf. 2018;120:772–81.

    CAS  Google Scholar 

  85. Alrobaian AA, Alsagri AS, Ali JA, Hamad SM, Shafee A, Nguyen TK, Li Z. Investigation of convective nanomaterial flow and exergy drop considering CVFEM within a porous tank. J Therm Anal Calorimet. 2019. https://doi.org/10.1007/s10973-019-08564-3.

    Article  Google Scholar 

  86. Sheikholeslami M. Numerical approach for MHD Al2O3–water nanofluid transportation inside a permeable medium using innovative computer method. Comput Methods Appl Mech Eng. 2019;344:306–18.

    Google Scholar 

  87. Sheikholeslami M, Shehzad SA. Numerical analysis of Fe3O4–H2O nanofluid flow in permeable media under the effect of external magnetic source. Int J Heat Mass Transf. 2018;118:182–92.

    CAS  Google Scholar 

  88. Sheikholeslami M. New computational approach for exergy and entropy analysis of nanofluid under the impact of Lorentz force through a porous media. Comput Methods Appl Mech Eng. 2019;344:319–33.

    Google Scholar 

  89. Sheikholeslami M, Rokni HB. Numerical modeling of nanofluid natural convection in a semi annulus in existence of Lorentz force. Comput Methods Appl Mech Eng. 2017;317:419–30.

    Google Scholar 

  90. Khanafer K, Vafai K, Lightstone M. Buoyancy-driven heat transfer enhancement in a two-dimensional enclosure utilizing nanofluids. Int. J. Heat Mass Transf. 2003;46:3639–53.

    CAS  Google Scholar 

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Authors and Affiliations

  1. Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam

    Ahmad Shafee

  2. Department of Mechanical and Aerospace Engineering, University of Missouri, Columbia, MO, 65211, USA

    Behnoush Rezaeianjouybari

  3. Department for Management of Science and Technology Development, Ton Duc Thang University, Ho Chi Minh City, Vietnam

    Iskander Tlili

  4. Faculty of Applied Sciences, Ton Duc Thang University, Ho Chi Minh City, Vietnam

    Iskander Tlili

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  1. Ahmad Shafee
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Shafee, A., Rezaeianjouybari, B. & Tlili, I. Treatment of nanofluid within porous media using non-equilibrium approach. J Therm Anal Calorim 144, 1571–1583 (2021). https://doi.org/10.1007/s10973-020-09587-x

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