Cover Image

Melting ternary hybrid nanofluid stagnation point flow with velocity slip past a stretching/shrinking sheet: Numerical simulation and validation via P2SATRA

Ternary hybrid nanofluids are crucial to be modeled and researched before their commercial application as a heat transfer fluid. This study investigates the stagnation point flow of a ternary hybrid nanofluid past a stretching/shrinking sheet, focusing on the influence of the melting parameter and s...

Full description

Saved in:
Bibliographic Details
Main Authors: Wahid, Nur Syahirah, Zamri, Nur Ezlin, Mohd Jamaludin, Siti Zulaikha, Norzawary, Nur Hazirah Adilla, Mohd Kasihmuddin, Mohd Shareduwan, Mansor, Mohd. Asyraf, Md Arifin, Norihan, Pop, Ioan
Format: Article
Language:English
Published: Elsevier 2025
Online Access:http://psasir.upm.edu.my/id/eprint/115197/1/115197.pdf
http://psasir.upm.edu.my/id/eprint/115197/
https://linkinghub.elsevier.com/retrieve/pii/S111001682401247X
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.upm.eprints.115197
record_format eprints
spelling my.upm.eprints.1151972025-02-26T03:17:20Z http://psasir.upm.edu.my/id/eprint/115197/ Melting ternary hybrid nanofluid stagnation point flow with velocity slip past a stretching/shrinking sheet: Numerical simulation and validation via P2SATRA Wahid, Nur Syahirah Zamri, Nur Ezlin Mohd Jamaludin, Siti Zulaikha Norzawary, Nur Hazirah Adilla Mohd Kasihmuddin, Mohd Shareduwan Mansor, Mohd. Asyraf Md Arifin, Norihan Pop, Ioan Ternary hybrid nanofluids are crucial to be modeled and researched before their commercial application as a heat transfer fluid. This study investigates the stagnation point flow of a ternary hybrid nanofluid past a stretching/shrinking sheet, focusing on the influence of the melting parameter and second-order velocity slip. The governing partial differential equations (PDEs) are initially formulated and subsequently reduced to ordinary differential equations (ODEs). These ODEs are further transformed into first-order form and numerically solved using the bvp4c solver in MATLAB. Stability analysis is conducted due to the existence of two potential solutions, of which only one proves stable upon analysis. The numerical results indicate significant enhancements in heat transfer performance under conditions of elevated melting and enhanced velocity slip. Reducing the melting parameter and second-order velocity slip may expand the solution range, leading to a delay in boundary layer separation. The stable numerical solution for the heat transfer rate is then validated with the use of a logic mining model namely Permutation 2 Satisfiability Reverse Analysis (P2SATRA). The most accurate induced logic, chosen to illustrate the overall relationship between the selected parameters is achieved in the third fold of a 10-fold cross-validation, yielding an accuracy of 0.81818. Elsevier 2025-01 Article PeerReviewed text en cc_by_nc_nd_4 http://psasir.upm.edu.my/id/eprint/115197/1/115197.pdf Wahid, Nur Syahirah and Zamri, Nur Ezlin and Mohd Jamaludin, Siti Zulaikha and Norzawary, Nur Hazirah Adilla and Mohd Kasihmuddin, Mohd Shareduwan and Mansor, Mohd. Asyraf and Md Arifin, Norihan and Pop, Ioan (2025) Melting ternary hybrid nanofluid stagnation point flow with velocity slip past a stretching/shrinking sheet: Numerical simulation and validation via P2SATRA. Alexandria Engineering Journal, 112. pp. 74-83. ISSN 1110-0168; eISSN: 2090-2670 https://linkinghub.elsevier.com/retrieve/pii/S111001682401247X 10.1016/j.aej.2024.10.082
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Ternary hybrid nanofluids are crucial to be modeled and researched before their commercial application as a heat transfer fluid. This study investigates the stagnation point flow of a ternary hybrid nanofluid past a stretching/shrinking sheet, focusing on the influence of the melting parameter and second-order velocity slip. The governing partial differential equations (PDEs) are initially formulated and subsequently reduced to ordinary differential equations (ODEs). These ODEs are further transformed into first-order form and numerically solved using the bvp4c solver in MATLAB. Stability analysis is conducted due to the existence of two potential solutions, of which only one proves stable upon analysis. The numerical results indicate significant enhancements in heat transfer performance under conditions of elevated melting and enhanced velocity slip. Reducing the melting parameter and second-order velocity slip may expand the solution range, leading to a delay in boundary layer separation. The stable numerical solution for the heat transfer rate is then validated with the use of a logic mining model namely Permutation 2 Satisfiability Reverse Analysis (P2SATRA). The most accurate induced logic, chosen to illustrate the overall relationship between the selected parameters is achieved in the third fold of a 10-fold cross-validation, yielding an accuracy of 0.81818.
format Article
author Wahid, Nur Syahirah
Zamri, Nur Ezlin
Mohd Jamaludin, Siti Zulaikha
Norzawary, Nur Hazirah Adilla
Mohd Kasihmuddin, Mohd Shareduwan
Mansor, Mohd. Asyraf
Md Arifin, Norihan
Pop, Ioan
spellingShingle Wahid, Nur Syahirah
Zamri, Nur Ezlin
Mohd Jamaludin, Siti Zulaikha
Norzawary, Nur Hazirah Adilla
Mohd Kasihmuddin, Mohd Shareduwan
Mansor, Mohd. Asyraf
Md Arifin, Norihan
Pop, Ioan
Melting ternary hybrid nanofluid stagnation point flow with velocity slip past a stretching/shrinking sheet: Numerical simulation and validation via P2SATRA
author_facet Wahid, Nur Syahirah
Zamri, Nur Ezlin
Mohd Jamaludin, Siti Zulaikha
Norzawary, Nur Hazirah Adilla
Mohd Kasihmuddin, Mohd Shareduwan
Mansor, Mohd. Asyraf
Md Arifin, Norihan
Pop, Ioan
author_sort Wahid, Nur Syahirah
title Melting ternary hybrid nanofluid stagnation point flow with velocity slip past a stretching/shrinking sheet: Numerical simulation and validation via P2SATRA
title_short Melting ternary hybrid nanofluid stagnation point flow with velocity slip past a stretching/shrinking sheet: Numerical simulation and validation via P2SATRA
title_full Melting ternary hybrid nanofluid stagnation point flow with velocity slip past a stretching/shrinking sheet: Numerical simulation and validation via P2SATRA
title_fullStr Melting ternary hybrid nanofluid stagnation point flow with velocity slip past a stretching/shrinking sheet: Numerical simulation and validation via P2SATRA
title_full_unstemmed Melting ternary hybrid nanofluid stagnation point flow with velocity slip past a stretching/shrinking sheet: Numerical simulation and validation via P2SATRA
title_sort melting ternary hybrid nanofluid stagnation point flow with velocity slip past a stretching/shrinking sheet: numerical simulation and validation via p2satra
publisher Elsevier
publishDate 2025
url http://psasir.upm.edu.my/id/eprint/115197/1/115197.pdf
http://psasir.upm.edu.my/id/eprint/115197/
https://linkinghub.elsevier.com/retrieve/pii/S111001682401247X
_version_ 1825162449029955584
score 13.244413

Similar Items