Impact of hybrid and mono nanofluids on the cooling performance of lithium-ion batteries: Experimental and machine learning insights

• Main Authors: Kanti P.K., Yang E.S.J., Wanatasanappan V.V., Sharma P., Said N.M.
• Other Authors: 57216493630
• Format: Article
• Published: Elsevier Ltd 2025
• Subjects: Battery cells; Cooling performance; Discharge rates; Experimental learning; Hybrid nanofluid; Ion batteries; Lithium ions; Nanofluids; Soft-Computing; Thermal

The present study investigates the preparation and application of mono and hybrid nanofluids to enhance the cooling performance of 18,650 lithium-ion batteries. Researchers dispersed Al2O3 and CuO nanoparticles in water at a volume concentration of 0.5 % to create these advanced coolants. The experi...