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  • oa Taguchi Analysis on the Aspects of Nanolayer Thermal Conductivity at the Solid-Liquid Interface, Shape and Aspect Ratio of Nanoparticles

  • Authors: Prateek Kattimani1, Ripendeep Singh2, Binayak Pattanayak3, K. Karthik4 and R. J. Punith Gowda5
  • 1 Department of Studies in Mathematics, Davangere University, Davangere, Karnataka, India 2 Department of Mechanical Engineering, Chandigarh University, Mohali, Punjab, India 3 Department of Mechanical Engineering, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, Odisha-751030, India 4 Department of Mathematics, Dayananda Sagar College of Engineering, Bangalore 560078, India 5 Department of Mathematics, JSS Science and Technology University, Mysuru 570006, Karnataka, India
  • Source: Johnson Matthey Technology Review
    Available online: 23 January 2026
  • DOI: https://doi.org/10.1595/205651326X17691700876062
    • Received: 09 Oct 2025
    • Revised: 29 Dec 2025
    • Accepted: 22 Jan 2026
    • Published online: 23 Jan 2026

Abstract

The dynamics of nanofluids on rotating disks is significantly relevant in microscale and industrial transport processes, especially when integrated with non-Newtonian and microstructural influences. In view of this, the current work examines the flow of micropolar nanofluid across an off-centered rotating disk, including the effects of quadratic thermal radiation and convective heat transfer.  The effect of the nanoparticles’ morphological features, particularly their shape and aspect ratio, as well as the role of the nanolayer thermal conductivity at the solid-liquid interface, are also studied to evaluate how they affect the nanofluid’s effective transport capabilities. Further, the Runge-Kutta Fehlberg’s fourth-fifth order scheme is employed to numerically solve the reduced equations. Moreover, the Taguchi approach is utilized to study the heat transportation rate. The significance of various parameters on the fluid profiles is illustrated graphically. The results show that non-spherical nanoparticles diminish the thermal efficiency more than brick and cylindrical particles. Increasing the radiation parameter and the Biot number enhances the thermal profile. Taguchi analysis shows that the temperature ratio has more influence on the Nusselt number (59.33%), whereas the magnetic parameter has the least impact (4.30%). This comprehensive approach has the potential to significantly enhance the design of thermal management systems, rotating machinery, and microfluid applications that increase heat transmission.

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