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

Research output: Chapter in Book/Report/Conference proceedingConference 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 languageEnglish
Title of host publication2nd International Conference on Condensed Matter and Applied Physics, ICC 2017
EditorsManoj Singh Shekhawat, Sudhir Bhardwaj, Bhuvneshwer Suthar
PublisherAmerican Institute of Physics Inc.
Volume1953
ISBN (Electronic)9780735416482
DOIs
Publication statusPublished - May 8 2018
Event2nd International Conference on Condensed Matter and Applied Physics, ICC 2017 - Bikaner, India
Duration: Nov 24 2017Nov 25 2017

Other

Other2nd International Conference on Condensed Matter and Applied Physics, ICC 2017
CountryIndia
CityBikaner
Period11/24/1711/25/17

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ASJC Scopus subject areas

  • Physics and Astronomy(all)

Cite this

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