journal article Dec 01, 2025

Artificial neural network prediction of an electrohydrodynamic thermosolutal buoyancy-driven convection of NEPCMs-dielectric suspension within an oblique enclosure with active blocks

View at Publisher Save 10.1016/j.icheatmasstransfer.2025.109756
Topics

No keywords indexed for this article. Browse by subject →

References
47
[1]
Zhang "Micro/nano encapsulated phase change material: materials, preparation, and emerging advances in solar energy field" J. Mater Chem. A (2024) 10.1039/d4ta03581j
[2]
Turki "Investigating the thermal performance of nano-encapsulated phase change materials-water nanofluid in the presence of a heat source as applied in electronic devices" J. Taiwan Inst. Chem. Eng. (2023) 10.1016/j.jtice.2023.105030
[3]
Khlissa "Recent advances in nanoencapsulated and nano-enhanced phase-change materials for thermal energy storage: a review" Processes (2023) 10.3390/pr11113219
[4]
Tayebi "Double-diffusive natural convection with Soret/Dufour effects and energy optimization of nano-encapsulated phase change material in a novel form of a wavy-walled I-shaped domain" J. Taiwan Inst. Chem. Eng. (2023) 10.1016/j.jtice.2023.104873
[5]
Hamada "A novel photovoltaic/thermal (PV/T) solar collector based on a multi-functional nano-encapsulated phase-change material (nano-ePCM) dispersion" Energy Convers. Manag. (2023) 10.1016/j.enconman.2023.116797
[6]
Natural convective flow and heat transfer of Nano-Encapsulated Phase Change Materials (NEPCMs) in a cavity

Mohammad Ghalambaz, Ali J. Chamkha, Dongsheng Wen

International Journal of Heat and Mass Transfer 2019 10.1016/j.ijheatmasstransfer.2019.04.037
[7]
Hidki "Application of an artificial intelligence model for natural convection of nano-encapsulated phase change materials (NEPCMs) confined in a porous square enclosure with an inclined elliptical heated block" Int. Commun. Heat Mass Transf. (2024) 10.1016/j.icheatmasstransfer.2024.107546
[8]
Investigation of the Local thermal Non-Equilibrium (LTNE) effects on magneto-natural convection of nano-encapsulated PCMs in an elliptical non-Darcian porous annulus

Tahar Tayebi, Hakan F. Öztop

International Journal of Heat and Fluid Flow 2025 10.1016/j.ijheatfluidflow.2024.109710
[9]
Mehryan "Local thermal nonequilibrium conjugate natural convection of nano-encapsulated phase change particles in a partially porous enclosure" Math. Methods Appl. Sci. (2020)
[10]
Hashemi-Tilehnoee "Magneto-fluid dynamic and second law analysis in a hot porous cavity filled by nanofluid and nano-encapsulated phase change material suspension with different layout of cooling channels" J Energy Storage (2020) 10.1016/j.est.2020.101720
[11]
Deswita "Natural convection flow of a suspension containing nano-encapsulated phase change particles in a circular enclosure with a pair of heated and cooled cylinders" J Energy Storage (2024) 10.1016/j.est.2024.113644
[12]
Kouki "Analysis of thermosolutal buoyancy-driven suspension comprising nano-encapsulated phase change materials using finite element method and ANN-based MLP algorithm" J. Taiwan Inst. Chem. Eng. (2025) 10.1016/j.jtice.2024.105912
[14]
Reddy "Heat transfer investigation of nano–encapsulated phase change materials (NEPCMs) in a thermal energy storage device" Appl. Therm. Eng. (2024) 10.1016/j.applthermaleng.2024.123495
[15]
Khedher "Optimizing heat flow: nano-encapsulated phase change materials in vibration-enhanced gravity-driven thermal convection" Int. Commun. Heat Mass Transf. (2024) 10.1016/j.icheatmasstransfer.2023.107212
[16]
Alazzam "Natural convection characteristics of nano-encapsulated phase change materials in a rectangular wavy enclosure with heating element and under an external magnetic field" J Energy Storage (2023) 10.1016/j.est.2022.106213
[17]
Free convection in two composite enclosures filled with water and nano encapsulated phase change particles

Marhama Jelita, Zubaidah Amir, Habibis Saleh

Journal of Energy Storage 2024 10.1016/j.est.2023.110219
[18]
Enhanced natural convection in a U-shaped baffled cavity: Synergistic effects of magnetic fields and wall oscillations on Nano-encapsulated PCM

Ahmed M. Hassan, Mohammed Azeez Alomari, Abdalrahman Alajmi et al.

International Communications in Heat and Mass Tran... 2025 10.1016/j.icheatmasstransfer.2025.109051
[19]
Laohalertdecha "A review of electrohydrodynamic enhancement of heat transfer" Renew. Sust. Energ. Rev. (2007) 10.1016/j.rser.2005.07.002
[20]
Iranshahi "Electrohydrodynamics and its applications: recent advances and future perspectives" Int. J. Heat Mass Transf. (2024) 10.1016/j.ijheatmasstransfer.2024.125895
[21]
Sheikholeslami "Effect of electric field on hydrothermal behavior of nanofluid in a complex geometry" J. Mol. Liq. (2016) 10.1016/j.molliq.2015.11.015
[22]
Sheikholeslami "Influence of coulomb forces on Fe3O4–H2O nanofluid thermal improvement" Int. J. Hydrog. Energy (2017) 10.1016/j.ijhydene.2016.09.185
[23]
Sheikholeslami "Numerical investigation of nanofluid free convection under the influence of electric field in a porous enclosure" J. Mol. Liq. (2018) 10.1016/j.molliq.2017.11.141
[24]
Hassen "Transient electrohydrodynamic convective flow and heat transfer of MWCNT-dielectric nanofluid in a heated enclosure" Phys. Lett. A (2020) 10.1016/j.physleta.2020.126736
[25]
Akrour "Numerical investigation of the electro-thermo convection in an inclined cavity filled with a dielectric fluid" Processes (2023) 10.3390/pr11082506
[26]
EHD flow and heat transfer of hybrid nanofluid in a free surface cavity fitted with an internal hot obstacle

Walid Hassen, Imen Safra, Kaouther Ghachem et al.

Case Studies in Thermal Engineering 2024 10.1016/j.csite.2023.103916
[27]
Zhang "Electro-thermo-convection in a high Prandtl number fluid: flow transition and heat transfer" Int. J. Heat Mass Transf. (2023) 10.1016/j.ijheatmasstransfer.2022.123630
[28]
Electrohydrodynamics natural convection flow of nanofluids in a rectangular cavity enclosed by a corrugated bottom surface

Nepal Chandra Roy, Farjana Yesmin, Litan Kumar Saha et al.

Fluid Dynamics Research 2021 10.1088/1873-7005/abe216
[29]
Seyyedi "Electro-enhanced natural convection analysis for an Al2O3-water-filled enclosure by considering the effect of thermal radiation" Numer. Heat Transf. A Appl. (2023)
[30]
Electrohydrodynamics and thermal radiation effects on natural convection flow in an enclosed domain

Nepal Chandra Roy, Litan Kumar Saha, Sadia Siddiqa

International Communications in Heat and Mass Tran... 2021 10.1016/j.icheatmasstransfer.2021.105437
[31]
Hashemi-Tilehnoee "Heat transfer intensification of NEPCM-water suspension filled heat sink cavity with notches cooling tubes by applying the electric field" J Energy Storage (2023) 10.1016/j.est.2022.106492
[32]
Malekzadeh "Adaptive PID controller design for wing rock suppression using self-recurrent wavelet neural network identifier" Evol. Syst. (2016) 10.1007/s12530-015-9143-3
[33]
Malekzadeh "Optimal internal boundary control of lane-free automated vehicle traffic" Transp. Res. Part C Emerg. Technol. (2021) 10.1016/j.trc.2021.103060
[34]
Karteek Yanumula "Optimal trajectory planning for connected and automated vehicles in lane-free traffic with vehicle nudging" IEEE Trans. Intell. Veh. (2022) 10.1109/tiv.2023.3241200
[35]
Salahshour "Quantum neural network-based intelligent controller design for CSTR using modified particle swarm optimization algorithm" Trans. Inst. Meas. Control. (2019) 10.1177/0142331218764566
[36]
Mahboobtosi "AI-driven modeling of bioconvective nanofluid flow: an ANN approach to anisotropic slip and heat transfer in 3D systems" Int. Commun. Heat Mass Transf. (2025) 10.1016/j.icheatmasstransfer.2025.109035
[37]
Mahboobtosi "Hybrid physics–machine learning modeling of unsteady magnetohydrodynamic convection in micropolar fluids with suction and Lorentz effects" Phys. Fluids (2025) 10.1063/5.0276110
[38]
Abbaszadeh "Thermal efficiency evaluation using hybrid ANN-CFD simulations of natural convective flow in rectangular open-ended cavities filled with nanoencapsulated PCM" Int. Commun. Heat Mass Transf. (2025) 10.1016/j.icheatmasstransfer.2025.109506
[39]
Chtaibi "MHD natural convection of non-Newtonian fluids in a square cavity with a subdivided rhombic-shaped heating element" Multiscale Multidiscipl. Model. Exp. Design (2025) 10.1007/s41939-025-01000-0
[40]
Alzahran "Neural network prediction of MHD thermo-solutal natural convection in ternary hybrid nanofluids within a curved enclosure" Results Phys. (2025) 10.1016/j.rinp.2025.108275
[41]
A nonlinear electrohydrodynamic stability analysis of a thermally stabilized plane layer of dielectric liquid

W. J. Worraker, A. T. Richardson

Journal of Fluid Mechanics 1981 10.1017/s0022112081001018
[42]
Hajialigol "The evaluation of the first and second laws of thermodynamics for the pulsating MHD nanofluid flow using CFD and machine learning approach" J. Taiwan Inst. Chem. Eng. (2023) 10.1016/j.jtice.2023.104782
[43]
Alhejaili "Artificial intelligence and numerical simulations for Cattaneo–Christov heat and mass fluxes of nano-encapsulated phase change materials in a zigzag porous cavity" J Energy Storage (2024) 10.1016/j.est.2024.111750
[44]
Usman "MHD natural convection and thermal control inside a cavity with obstacles under the radiation effects" Phys. A Stat. Mechan. Appl. (2019)
[45]
Basak "Natural convection in a square cavity filled with a porous medium: effects of various thermal boundary conditions" Int. J. Heat Mass Transf. (2006) 10.1016/j.ijheatmasstransfer.2005.09.018
[46]
Experimental analysis of natural convection in square cavities heated from below with 2D-PIV and holographic interferometry techniques

F. Corvaro, M. Paroncini

Experimental Thermal and Fluid Science 2007 10.1016/j.expthermflusci.2006.07.006
[47]
Kahveci "Buoyancy driven heat transfer of nanofluids in a tilted enclosure" ASME. J. Heat Transfer. (2010) 10.1115/1.4000744
Metrics
3
Citations
47
References
Details
Published
Dec 01, 2025
Vol/Issue
169
Pages
109756
License
View
Funding
King Khalid University Award: RGP2/273/45
Cite This Article
Tahar Tayebi, Amjad Ali Pasha, Mohd Danish, et al. (2025). Artificial neural network prediction of an electrohydrodynamic thermosolutal buoyancy-driven convection of NEPCMs-dielectric suspension within an oblique enclosure with active blocks. International Communications in Heat and Mass Transfer, 169, 109756. https://doi.org/10.1016/j.icheatmasstransfer.2025.109756
Related

You May Also Like

Heat transfer in automobile radiators of the tubular type

F.W. Dittus, L.M.K. Boelter · 1985

1,323 citations

Viscosity of nanofluids: A review of recent experimental studies

Kazem Bashirnezhad, Shahab Bazri · 2016

326 citations

CFD modeling of flow and heat transfer in a thermosyphon

Asghar Alizadehdakhel, Masoud Rahimi · 2010

322 citations

Numerical study on melting of paraffin wax with Al2O3 in a square enclosure

A. Valan Arasu, Arun S. Mujumdar · 2012

312 citations