Thermal non-equilibrium in porous medium adjacent to vertical plate: ANN approach

Salman Jagirdar; K. S.Nazim Ahamed; Abdullah A.A.A. Al-Rashed; Sarfaraz Kamangar; Abdulgaphur Athani

doi:10.1063/1.5033193

Thermal non-equilibrium in porous medium adjacent to vertical plate: ANN approach

Salman Jagirdar, K. S.Nazim Ahamed, Abdullah A.A.A. Al-Rashed, Sarfaraz Kamangar, Abdulgaphur Athani^*

^*Corresponding author for this work

Mechanical and Industrial Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Thermal non-equilibrium in porous medium is a condition that refers to temperature discrepancy in solid matrix and fluid of porous medium. This type of flow is complex flow requiring complex set of partial differential equations that govern the flow behavior. The current work is undertaken to predict the thermal non-equilibrium behavior of porous medium adjacent to vertical plate using artificial neural network. A set of neurons in 3 layers are trained to predict the heat transfer characteristics. It is found that the thermal non-equilibrium heat transfer behavior in terms of Nusselt number of fluid as well as solid phase can be predicted accurately by using well-trained neural network.

Original language	English
Title of host publication	2nd International Conference on Condensed Matter and Applied Physics, ICC 2017
Editors	Manoj Singh Shekhawat, Sudhir Bhardwaj, Bhuvneshwer Suthar
Publisher	American Institute of Physics Inc.
Volume	1953
ISBN (Electronic)	9780735416482
DOIs	https://doi.org/10.1063/1.5033193
Publication status	Published - May 8 2018
Event	2nd International Conference on Condensed Matter and Applied Physics, ICC 2017 - Bikaner, India Duration: Nov 24 2017 → Nov 25 2017

Other

Other	2nd International Conference on Condensed Matter and Applied Physics, ICC 2017
Country/Territory	India
City	Bikaner
Period	11/24/17 → 11/25/17

ASJC Scopus subject areas

Physics and Astronomy(all)

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10.1063/1.5033193

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Jagirdar, S., Ahamed, K. S. N., Al-Rashed, A. A. A. A., Kamangar, S., & Athani, A. (2018). Thermal non-equilibrium in porous medium adjacent to vertical plate: ANN approach. In M. S. Shekhawat, S. Bhardwaj, & B. Suthar (Eds.), 2nd International Conference on Condensed Matter and Applied Physics, ICC 2017 (Vol. 1953). [140018] American Institute of Physics Inc.. https://doi.org/10.1063/1.5033193

Thermal non-equilibrium in porous medium adjacent to vertical plate: ANN approach. / Jagirdar, Salman; Ahamed, K. S.Nazim; Al-Rashed, Abdullah A.A.A. et al.
2nd International Conference on Condensed Matter and Applied Physics, ICC 2017. ed. / Manoj Singh Shekhawat; Sudhir Bhardwaj; Bhuvneshwer Suthar. Vol. 1953 American Institute of Physics Inc., 2018. 140018.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Jagirdar, S, Ahamed, KSN, Al-Rashed, AAAA, Kamangar, S & Athani, A 2018, Thermal non-equilibrium in porous medium adjacent to vertical plate: ANN approach. in MS Shekhawat, S Bhardwaj & B Suthar (eds), 2nd International Conference on Condensed Matter and Applied Physics, ICC 2017. vol. 1953, 140018, American Institute of Physics Inc., 2nd International Conference on Condensed Matter and Applied Physics, ICC 2017, Bikaner, India, 11/24/17. https://doi.org/10.1063/1.5033193

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Thermal non-equilibrium in porous medium adjacent to vertical plate: ANN approach

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