Influence of Graphene Nanoplate Size and Heat Flux on Nanofluid Heat Exchanger Performance: A Molecular Dynamics Approach

dc.authorscopusid 60004425200
dc.authorscopusid 57422522900
dc.authorscopusid 57225906716
dc.authorscopusid 55437205600
dc.authorscopusid 55871962900
dc.authorscopusid 57201312799
dc.authorscopusid 23028598900
dc.contributor.author Yang, Zhongxiu
dc.contributor.author Basem, Ali
dc.contributor.author Jasim, Dheyaa J.
dc.contributor.author Singh, Narinderjit Singh Sawaran
dc.contributor.author Saeidlou, Salman
dc.contributor.author Al-Bahrani, Mohammed
dc.contributor.author Hasanabad, Ali Mohammadi
dc.date.accessioned 2025-08-15T19:23:13Z
dc.date.available 2025-08-15T19:23:13Z
dc.date.issued 2025
dc.department Okan University en_US
dc.department-temp [Yang, Zhongxiu] Weifang Univ Sci & Technol, Shandong Engn Lab Clean Utilizat Chem Resources, Weifang 262700, Peoples R China; [Basem, Ali] Warith Al Anbiyaa Univ, Fac Engn, Karbala 56001, Iraq; [Jasim, Dheyaa J.] Univ Al Maarif, Coll Engn, Al Anbar 31001, Iraq; [Singh, Narinderjit Singh Sawaran] INTI Int Univ, Fac Data Sci & Informat Technol, Putra Nilai 71800, Nilai, Malaysia; [Saeidlou, Salman] Canterbury Christ Church Univ, Sch Engn Technol & Design, Canterbury CT11QU, Kent, England; [Singh, Narinderjit Singh Sawaran] Al Mustaqbal Univ, Chem Engn & Petr Ind Dept, Babylon 51001, Iraq; [Sajadi, S. Mohammad] Payam e Noor Univ, Dept Chem, Saqqez Branch, Saqqez, Kurdistan, Iran; [Salahshour, Soheil] Istanbul Okan Univ, Fac Engn & Nat Sci, Istanbul, Turkiye; [Salahshour, Soheil] Bahcesehir Univ, Fac Engn & Nat Sci, Istanbul, Turkiye; [Salahshour, Soheil] Khazar Univ, Res Ctr Appl Math, Baku, Azerbaijan; [Hasanabad, Ali Mohammadi] Shabihsazan Ati Pars, Fast Comp Ctr, Tehran, Iran en_US
dc.description.abstract This study aimed to enhance the thermal efficiency of nanofluid-based heat exchangers by exploring the simultaneous effects of external heat flux and graphene nanoplate sizes on thermal and structural characteristics. Effective heat transfer is a critical requirement for managing heat in microscale systems, where optimizing the thermal performance of nanofluids can improve device performance. Molecular dynamics simulations were carried out of a sinusoidal inner surface copper heat exchanger coated with silicon nanoparticles to demonstrate atomic-level interaction within the nanofluid. The significant findings showed that while an external rising heat flux decreased heat flux from 41.7 to 37.26 W/m2 and thermal conductivity of nanofluid from 14.53 to 13.80 W/ m & sdot;K, only an increase in viscosity from 0.32 to 0.49 mPa & sdot;s, the agglomeration time of nanoparticles decreased from 3.71 to 3.33 ns and friction coefficient from 0.022 to 0.015, could indicate a difference in particle behavior responding to the thermal stress. However, the size of the graphene nanoplate from 5 to 15 & Aring; increases the heat flux from 40.05 to 46.77 W/m2 and thermal conductivity of the nanofluid from 14.15 to 14.99 W/m & sdot;K, since the larger graphene nanoplate films can produce a more substantial covalent bonding and link interlayer coupling. In contrast, the larger nanoplate also enhanced viscosity from 0.30 to 0.39 mPa & sdot;s, aggregation time from 3.64 to 4.01 ns, and friction coefficient from 0.020 to 0.026, which indicated lower particle mobility. This study was the first of its kind to contribute to the existing knowledge gap by investigating the simultaneous effect of both the nanoplate size and external heat flux in an oscillating microchannel heat exchanger. The knowledge provided offers an experimental pathway in optimizing the nanofluid properties and the heat exchanger geometry for improved thermal management for compact and microscale applications. en_US
dc.description.sponsorship Research Startup Foundation for High-level Talents by Weifang Science and Technology University (Social Science) : Research on the Application of "Modern Apprenticeship" in the Talent Cultivation Model of Higher Vocational Specialties in Local Universities [2024RWBS22] en_US
dc.description.sponsorship This work was supported by This work was supported by Research Startup Foundation for High-level Talents by Weifang Science and Technology University (Social Science) : Research on the Application of "Modern Apprenticeship" in the Talent Cultivation Model of Higher Vocational Specialties in Local Universities with project number of 2024RWBS22. en_US
dc.description.woscitationindex Science Citation Index Expanded
dc.identifier.doi 10.1016/j.icheatmasstransfer.2025.109386
dc.identifier.issn 0735-1933
dc.identifier.issn 1879-0178
dc.identifier.scopus 2-s2.0-105011089339
dc.identifier.scopusquality Q1
dc.identifier.uri https://doi.org/10.1016/j.icheatmasstransfer.2025.109386
dc.identifier.uri https://hdl.handle.net/20.500.14517/8205
dc.identifier.volume 167 en_US
dc.identifier.wos WOS:001538580100001
dc.identifier.wosquality Q1
dc.language.iso en en_US
dc.publisher Pergamon-Elsevier Science Ltd en_US
dc.relation.ispartof International Communications in Heat and Mass Transfer en_US
dc.relation.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.subject Heat Exchanger en_US
dc.subject Graphene Nanoplates en_US
dc.subject Thermal Properties en_US
dc.subject Molecular Dynamics Simulation en_US
dc.title Influence of Graphene Nanoplate Size and Heat Flux on Nanofluid Heat Exchanger Performance: A Molecular Dynamics Approach en_US
dc.type Article en_US

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