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Enhanced thermal conductivity and phase change performance of paraffin-based materials using nanostructured additives for thermal energy storage applications

Hayder M. AliDepartment of Information Technology, College of Science, University of Warith Al-Anbiyaa, Karbala 56001, IraqSudhakar SenganDepartment of Computer Science and Engineering, PSN College of Engineering and Technology, Tirunelveli 627152, IndiaAnusha PapasaniDepartment of Computer Science and Engineering, Koneru Lakshmaiah Education Foundation, Vaddeswaram 522502, IndiaAseel SmeratHourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman 19328, JordanMuzaffar ShojonovDepartment of Informational Technology, Urgench State University, Urgench 220114, UzbekistanBekzod MadaminovDepartment of General Professional Sciences, Mamun University, Urgench 220100, UzbekistanVeena SundareswaranDepartment of Computer Science and Business Systems, SRM Institute of Science and Technology, Chennai 603203, India
ABI

Abstract

Phase-change materials (PCMs) provide high-density Solar Thermal Energy Storage (STES) for solar applications but suffer from low thermal conductivity, excessive subcooling, and cycling degradation. This study systematically compares five nanostructure classes—graphene nanoplatelets (GNP), multi-walled carbon nanotubes (MWCNT), metallic nanoparticles (Cu, Ag), and metal oxides (Al₂O₃, TiO₂)—incorporated into paraffin and sodium nitrate PCMs to address these limitations. Nanostructures were characterized using XRD, FTIR, BET, SEM, and TEM to establish morphology-performance relationships. BET surface area (320.5 m2/g for GNPs, 265.4 m2/g for MWCNTs) correlated strongly with thermal conductivity enhancement (R2 = 0.87, p < 0.001), confirming that high-aspect-ratio structures enable percolation network formation. At 3 wt% loading—identified as the optimal concentration through percolation analysis—carbon-based composites achieved 150% (GNPs) and 131% (MWCNTs) conductivity gains at 25 ℃. DSC analysis revealed 60% subcooling suppression with GNPs, reducing crystallization lag from 5.5 ℃ to 2.2 ℃ through heterogeneous nucleation. Charging-discharging experiments verified 30–34% reductions in thermal response time, with temperature uniformity improving by 67%. Statistical analysis using one-way ANOVA with Tukey's HSD test (p < 0.05) confirmed significant performance hierarchies: carbon-based > metallic > metal oxides across all metrics. Extended cycling tests (1000 melt-freeze cycles) validated superior durability, with carbon-enhanced paraffin and oxide-enhanced sodium nitrate retaining >93% of their latent heat capacity, compared with <83% for pristine PCMs. Post-cycling analysis confirmed the maintenance of nanoparticle dispersion and chemical stability. Comparison with recent literature validates that this work advances the field by systematic multi-additive evaluation, extended durability validation (2–3 times longer than typical studies), and dual-PCM coverage spanning 50–350 ℃. The quantified conductivity-loading relationships, percolation thresholds, and 1000-cycle performance data provide engineering guidelines for STES across residential to industrial temperature ranges.

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