Experimental and numerical study of nanofluid effects on heat transfer in unmanned aircraft cooling systems

dc.contributor.authorErdogan, Beytullah
dc.contributor.authorGunes, Abdulsamed
dc.contributor.authorBayramoglu, Kubilay
dc.date.accessioned2026-08-12T17:42:12Z
dc.date.issued2025
dc.departmentFırat Üniversitesi
dc.description.abstractThis article investigates the use of nanofluids as an alternative to conventional coolants in radiator-based unmanned aerial vehicles (UAVs) cooling systems, aiming to enhance heat transfer performance, reduce energy consumption, and extend flight duration. Experimental and computational fluid dynamics (CFD) analyses were conducted under controlled conditions with a coolant inlet temperature of 70 degrees C, coolant flow rate of 22 L/min, and air velocities of 8, 10, and 12 m/s. Mono nanofluids (Al2O3, ZnO, CuO), binary hybrid nanofluids (CuO + ZnO), and ternary hybrid nanofluids (Al2O3+ZnO + CuO) at respective concentrations of 0.3 %, 0.15 %, and 0.1 % by volume were tested against pure water. Experimental results showed that the ternary hybrid nanofluid achieved the highest cooling load improvement, with up to 20.1 % enhancement compared to pure water. Among mono nanofluids, Al2O3 and CuO improved cooling loads by up to 17.9 % and 16.3 %, respectively. CFD simulations exhibited strong agreement with experimental results, showing a maximum deviation of 6.64 %, and confirmed that hybrid nanofluids offered the highest numerical heat transfer rate (10.93 kW). Additionally, it was observed that the use of nanofluids led to more significant temperature drops along the radiator, with a maximum fluid temperature change of 8.94 degrees C in the hybrid nanofluid.
dc.identifier.doi10.1016/j.csite.2025.106443
dc.identifier.issn2214-157X
dc.identifier.orcid0000-0002-8652-3720
dc.identifier.scopus2-s2.0-105008499397
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1016/j.csite.2025.106443
dc.identifier.urihttps://hdl.handle.net/11508/59645
dc.identifier.volume72
dc.identifier.wosWOS:001506683600001
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofCase Studies in Thermal Engineering
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WoS_20260511
dc.subjectNanofluid
dc.subjectHeat transfer enhancement
dc.subjectCFD
dc.subjectPanel radiator
dc.subjectTernary
dc.titleExperimental and numerical study of nanofluid effects on heat transfer in unmanned aircraft cooling systems
dc.typeArticle

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