RAMIN RANJBARZADEH

PhD Graduate

PhD program:: XXXV



Thesis title: Lattice Boltzmann modeling of fluid flow and temperature in porous media

The Lattice Boltzmann Equation (LBE) is a minimal form of the Boltzmann kinetic equation. With respect to the more conventional numerical methods commonly used for the study of fluid flow situations, the LBM introduces several advantages, including easy implementation of interfacial dynamics and complex boundaries in porous media; In addition, the convection operator is linear, no Poisson equation for the pressure must be resolved and the translation of the microscopic distribution function into the macroscopic quantities consists of simple arithmetic calculations. In this work, fluid flow through porous media has been modeled by means of the second-order lattice Boltzmann method (LBM). The doubled distribution functions were used for modeling fluid flow and temperature fields. The validation part for evaluating the accuracy of the code was done by estimating Poiseuille flow with two numerical methods including driving the flow with a constant force (i.e. a forcing term), representing the constant pressure gradient, and applying periodic boundary conditions at inlet and outlet of the channel and using inlet boundary condition to drive fluid flow in the channel. Moreover, the temperature field in the channel, Tortuosity and Permeability parameters through the obstacles with the benchmark studies compared. The results have been found in excellent agreement as compared with benchmark solutions. Two numerical approach for modeling porous media were used namely pore-structure (PS) and Representative Elementary Volume (REV) for a wide range of variables. The PS and REV methods have been used to simulate a porous channel with different porosity degrees. This is obtained by means of different arrangements of obstacles located in the channel in case of the PS method and by means of a porosity factor and permeability value in case of the REV method. The permeability factor has been calculated at a first approximation by usual Darcy law. Results are reported in terms of streamlines through the squared obstacles, velocity profiles and pressure drop for different porosity degrees, and a comparison is performed between the methods. The effect of different arrangements of obstacles is evaluated for the same porosity degree and it is highlighted that the various configurations can change the pressure drop (tortuosity effect). The REV method cannot simulate the details of the fluid flow through the porous medium structures compared to the PS method, which is able to better understand the flow field details around the obstacles. Since the porosity factor and configuration of obstacles are two important parameters that affect tortuosity, they were discussed thoroughly. The velocity-based method has been used to compute tortuosity in this pore-structure study. Various effective parameters, including several configurations of obstacles, different Reynolds numbers and the impact of obstacles angle in a wide range on tortuosity were investigated. Tortuosity values were computed after modeling the velocity field under the effect of mentioned effective parameters. Tortuosity- porosity relation in the two random configurations was similar to each other, tortuosity value for In-line arrangement was the lower amount because of open passages throughout. Changing Reynolds number did not has an important effect on Tortuosity. Moreover, the pore-structure modeling was carried out with considering effective parameters on permeability, pressure drop and temperature difference through porous media parts. Results reveal that tortuosity is an essential parameter for staggered and random arrangements compared to in-line ones. It was demonstrated diverting fluid flow from a direct way results in a high tortuosity value. Complex configurations had a higher tortuosity, resulting in efficient heat transfer but a more significant pressure drop. It is declared that the optimum results for maximum efficiency can be achieved based on changing the effective parameters, including porosity, tortuosity, fluid velocity, and configuration of the cold obstacles. Finally, The study shows that the double population model provides reliable results over a wide range of physical parameters and in different situations. We found that a possible forward step in this field of study can be varying the configuration of obstacles with the same porosity factor. In addition, with the same obstacle shape and porosity factor, if we change the angle of the obstacles, we can achieve higher tortuosity values. Keywords: Lattice Boltzmann method; Fluid flow; Temperature; Porous media; Pore-scale model; Representative Elementary Volume model; Porosity; Tortuosity; Permeability

Research products

11573/1688447 - 2023 - Lattice Boltzmann Modelling of Fluid Flow through Porous Media. A Comparison between Pore-Structure and Representative Elementary Volume Methods
D’Orazio, Annunziata; Karimipour, Arash; Ranjbarzadeh, Ramin - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. - - issn: 1996-1073 - wos: WOS:001035904700001 (4) - scopus: 2-s2.0-85166186612 (5)

11573/1566104 - 2022 - Improve the heat exchanger efficiency via examine the Graphene Oxide nanoparticles. A comprehensive study of the preparation and stability, predict the thermal conductivity and rheological properties, convection heat transfer and pressure drop
Ranjbarzadeh, Ramin; Akhgar, Alireza; Taherialekouhi, Roozbeh; D’Orazio, Annunziata; Sajadi, S. Mohammad; Ghaemi, Ferial; Baleanu, Dumitru - 01a Articolo in rivista
paper: JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY (Akademiai Kiado:Prielle Kornelia U-19, H 1117 Budapest Hungary:011 36 1 4648222, 011 36 1 4648282, 011 36 1 4648282, EMAIL: journals@akkrt.hu, kiss.s@akkrt.hu, INTERNET: http://www.akkrt.hu/en/, Fax: 011 36 1 4648221) pp. 7509-7521 - issn: 1388-6150 - wos: WOS:000687099700001 (5) - scopus: 2-s2.0-85113193773 (5)

11573/1624683 - 2021 - Convection inside nanofluid cavity with mixed partially boundary conditions
Chaabane, Raoudha; D'orazio, Annunziata; Jemni, Abdelmajid; Karimipour, Arash; Ranjbarzadeh, Ramin - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. 1-20 - issn: 1996-1073 - wos: WOS:000712182500001 (6) - scopus: 2-s2.0-85116935938 (8)

11573/1555475 - 2021 - Experimental study of thermal properties and dynamic viscosity of graphene oxide/oil nano-lubricant
Ranjbarzadeh, R.; Chaabane, R. - 01a Articolo in rivista
paper: ENERGIES (Basel : Molecular Diversity Preservation International) pp. - - issn: 1996-1073 - wos: WOS:000662459000001 (15) - scopus: 2-s2.0-85106895801 (22)

11573/1555697 - 2020 - Hybrid nanofluids preparation method
Afrand, Masoud; Ranjbarzadeh, Ramin - 02a Capitolo o Articolo
book: Hybrid Nanofluids for Convection Heat Transfer - (9780128192801)

11573/1417383 - 2020 - Numerical investigation on the effect of four constant temperature pipes on natural cooling of electronic heat sink by nanofluids: A multifunctional optimization
Alsarraf, J.; Shahsavar, A.; Khaki, M.; Ranjbarzadeh, R.; Karimipour, A.; Afrand, M. - 01a Articolo in rivista
paper: ADVANCED POWDER TECHNOLOGY (Utrecht, The Netherlands : VSP, c1990) pp. 416-432 - issn: 0921-8831 - wos: WOS:000513861900042 (41) - scopus: 2-s2.0-85075435288 (43)

11573/1417344 - 2020 - Synthesis and characterization of additive graphene oxide nanoparticles dispersed in water: Experimental and theoretical viscosity prediction of non-Newtonian nanofluid
Xu, Y.; Nguyen, Q.; Malekahmadi, O.; Hadi, R.; Jokar, Z.; Mardani, A.; Karimipour, A.; Ranjbarzadeh, R.; Li, Z.; Bach, Q. -V. - 01a Articolo in rivista
paper: MATHEMATICAL METHODS IN THE APPLIED SCIENCES (John Wiley & Sons Limited:1 Oldlands Way, Bognor Regis, P022 9SA United Kingdom:011 44 1243 779777, EMAIL: cs-journals@wiley.co.uk, INTERNET: http://www.wiley.co.uk, Fax: 011 44 1243 843232 -Stuttgart: Teubner.) pp. - - issn: 0170-4214 - wos: WOS:000523236900001 (40) - scopus: 2-s2.0-85084700527 (42)

11573/1417359 - 2019 - Entropy generation of boehmite alumina nanofluid flow through a minichannel heat exchanger considering nanoparticle shape effect
Al-Rashed, A. A. A. A.; Ranjbarzadeh, R.; Aghakhani, S.; Soltanimehr, M.; Afrand, M.; Nguyen, T. K. - 01a Articolo in rivista
paper: PHYSICA. A (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 724-736 - issn: 0378-4371 - wos: WOS:000464090700062 (106) - scopus: 2-s2.0-85061184802 (112)

11573/1417381 - 2019 - Hybrid GMDH-type neural network to predict fluid surface tension, shear stress, dynamic viscosity & sensitivity analysis based on empirical data of iron(II) oxide nanoparticles in light crude oil mixture
Jiang, Y.; Sulgani, M. T.; Ranjbarzadeh, R.; Karimipour, A.; Nguyen, T. K. - 01a Articolo in rivista
paper: PHYSICA. A (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. - - issn: 0378-4371 - wos: WOS:000474503800053 (18) - scopus: 2-s2.0-85064405481 (18)

11573/1417373 - 2019 - An experimental study on stability and thermal conductivity of water/silica nanofluid: Eco-friendly production of nanoparticles
Ranjbarzadeh, R.; Moradikazerouni, A.; Bakhtiari, R.; Asadi, A.; Afrand, M. - 01a Articolo in rivista
paper: JOURNAL OF CLEANER PRODUCTION (Oxford : ELSEVIER SCI LTD Oxford : Butterworth-Heinemann, 1993-) pp. 1089-1100 - issn: 0959-6526 - wos: WOS:000449449100090 (155) - scopus: 2-s2.0-85056197139 (179)

11573/1417351 - 2019 - Effects of cobalt ferrite coated with silica nanocomposite on the thermal conductivity of an antifreeze: New nanofluid for refrigeration condensers
Safaei, M. R.; Ranjbarzadeh, R.; Hajizadeh, A.; Bahiraei, M.; Afrand, M.; Karimipour, A. - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF REFRIGERATION (Attuale: ELSEVIER SCI LTD, THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD, ENGLAND, OXON, OX5 1GB Butterworth Heinemann Publishers:Linacre House Jordan Hill, Oxford OX2 8DP United Kingdom:011 44 1865 314569, EMAIL: bhmarketing@repp.co.uk, INTERNET: http://www.laxtonsprices.co.uk, Fax: 011 44 1865 314569) pp. 86-95 - issn: 0140-7007 - wos: WOS:000471866600010 (40) - scopus: 2-s2.0-85065187257 (47)

11573/1417377 - 2018 - A new experimental correlation for non-Newtonian behavior of COOH-DWCNTs/antifreeze nanofluid
Izadi, F.; Ranjbarzadeh, R.; Kalbasi, R.; Afrand, M. - 01a Articolo in rivista
paper: PHYSICA E-LOW-DIMENSIONAL SYSTEMS & NANOSTRUCTURES (Amsterdam : North-Holland) pp. 83-89 - issn: 1386-9477 - wos: WOS:000425118100014 (58) - scopus: 2-s2.0-85038949571 (60)

11573/1417366 - 2018 - Effects of graphene oxide‑silicon oxide hybrid nanomaterials on rheological behavior of water at various time durations and temperatures: Synthesis, preparation and stability
Ranjbarzadeh, R.; Akhgar, A.; Musivand, S.; Afrand, M. - 01a Articolo in rivista
paper: POWDER TECHNOLOGY (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 375-387 - issn: 0032-5910 - wos: WOS:000438002400037 (102) - scopus: 2-s2.0-85047252428 (108)

11573/1417379 - 2018 - Experimental investigation of heat transfer and friction coefficient of the water/graphene oxide nanofluid in a pipe containing twisted tape inserts under air cross-flow
Ranjbarzadeh, R.; Meghdadi Isfahani, A. H.; Hojaji, M. - 01a Articolo in rivista
paper: EXPERIMENTAL HEAT TRANSFER (Taylor & Francis Limited:Rankine Road, Basingstoke RG24 8PR United Kingdom:011 44 1256 813035, EMAIL: madeline.sims@tandf.co.uk, info@tandf.co.uk, INTERNET: http://www.tandf.co.uk, Fax: 011 44 1256 330245) pp. 373-390 - issn: 0891-6152 - wos: WOS:000433543500001 (27) - scopus: 2-s2.0-85041629854 (31)

11573/1417361 - 2017 - Empirical analysis of heat transfer and friction factor of water/graphene oxide nanofluid flow in turbulent regime through an isothermal pipe
Ranjbarzadeh, R.; Karimipour, A.; Afrand, M.; Isfahani, A. H. M.; Shirneshan, A. - 01a Articolo in rivista
paper: APPLIED THERMAL ENGINEERING (-Oxford : Elsevier Science Limited -Oxford: Pergamon.) pp. 538-547 - issn: 1359-4311 - wos: WOS:000412251200051 (107) - scopus: 2-s2.0-85026518117 (115)

11573/1417386 - 2017 - An experimental study on heat transfer and pressure drop of water/graphene oxide nanofluid in a copper tube under air cross-flow: Applicable as a heat exchanger
Ranjbarzadeh, R.; Meghdadi Isfahani, A. H.; Afrand, M.; Karimipour, A.; Hojaji, M. - 01a Articolo in rivista
paper: APPLIED THERMAL ENGINEERING (-Oxford : Elsevier Science Limited -Oxford: Pergamon.) pp. 69-79 - issn: 1359-4311 - wos: WOS:000410011200008 (98) - scopus: 2-s2.0-85021760137 (107)

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