Stochastic numerical computing with Levenberg-Marquardt backpropagation for performance analysis of heat Sink of functionally graded material of the porous fin

In recent times, the subject of effective cooling have become an interesting research topic for electronic and mechanical engineers due to the increased miniaturization trend in modern electronic systems. However, fins are useful for cooling various low and high power electronic systems. For improved thermal management of electronic systems, porous fins of functionally graded materials (FGM) have been identified as a viable candidate to enhance cooling. The present study presents an analysis of a convective–radiative porous fin of FGM. For theoretical investigations, the thermal property of the functionally graded material is assumed to follow linear and power-law functions. In this study, we investigated the effects of inhomogeneity index of FGM, convective and radiative variables on the thermal performance of the porous heatsink. The results of the present study show that an increase in the inhomogeneity index of FGM, convective and radiative parameter improves fin efficiency. Moreover, the rate of heat transfer in longitudinal FGM fin increases as β increases. The temperature prediction using the Adomian decomposition method is in excellent agreement with other analytical and method.

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The performance analysis of functionally graded material (FGM) based single point cutting tool

International Journal on Interactive Design and Manufacturing (IJIDeM) ◽

10.1007/s12008-021-00764-2 ◽

2021 ◽

Author(s):

Prabhu Sethuramalingam ◽

R. Ambigai

Keyword(s):

Performance Analysis ◽

Functionally Graded Material ◽

Cutting Tool ◽

Single Point ◽

Functionally Graded ◽

Graded Material

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Thermal investigation of fully wet longitudinal porous fin of functionally graded material

International Journal of Numerical Methods for Heat &amp Fluid Flow ◽

10.1108/hff-12-2019-0908 ◽

2020 ◽

Vol 30 (12) ◽

pp. 5087-5101 ◽

Cited By ~ 2

Author(s):

G. Sowmya ◽

Gireesha B.J. ◽

Muhammad Ijaz Khan ◽

Shaher Momani ◽

Tasawar Hayat

Keyword(s):

Functionally Graded Material ◽

Functionally Graded ◽

Graphical Form ◽

Linear Quadratic ◽

Content Type ◽

Porous Fin ◽

Graded Material ◽

Heat Transfer Phenomenon ◽

Fifth Order ◽

Thermal Feature

Purpose The purpose of this study is to conduct a numerical computation to analyse the thermal attribute and heat transfer phenomenon of a fully wetted porous fin of a longitudinal profile. The fin considered is that of a functionally graded material (FGM). Based on the spatial dependency of thermal conductivity, three cases such as linear, quadratic and exponential FGMs are analysed. Design/methodology/approach The governing equations are nondimensionalised and solved by applying Runge-Kutta-Fehlberg fourth-fifth order technique. Findings The parametric investigation is executed to access the significance of the pertinent parameters on the thermal feature of the fin and heat transmit rate. The outcomes are portrayed in a graphical form. Originality/value No such study has yet been published in the literature.

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