Performance of similarity explicit group iteration for solving 2D unsteady convection-diffusion equation
In this paper, a similarity finite difference (SFD) solution is addressed for the two-dimensional (2D) parabolic partial differential equation (PDE), specifically on the unsteady convection-diffusion problem. Structuring the similarity transformation using wave variables, we reduce the parabolic PDE...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English English |
| Published: |
Institute of Advanced Engineering and Science (IAES)
2021
|
| Subjects: | |
| Online Access: | https://eprints.ums.edu.my/id/eprint/30726/1/Performance%20of%20similarity%20explicit%20group%20iteration%20for%20solving%202D%20unsteady%20convection-diffusion%20equation-Abstract.pdf https://eprints.ums.edu.my/id/eprint/30726/2/Performance%20of%20similarity%20explicit%20group%20iteration%20for%20solving%202D%20unsteady%20convection-diffusion%20equation.pdf |
| _version_ | 1825714402498707456 |
|---|---|
| author | Nur Afza Mat Ali Jumat Sulaiman Azali Saudi Nor Syahida Mohamad |
| author_facet | Nur Afza Mat Ali Jumat Sulaiman Azali Saudi Nor Syahida Mohamad |
| author_sort | Nur Afza Mat Ali |
| collection | UMS |
| description | In this paper, a similarity finite difference (SFD) solution is addressed for the two-dimensional (2D) parabolic partial differential equation (PDE), specifically on the unsteady convection-diffusion problem. Structuring the similarity transformation using wave variables, we reduce the parabolic PDE into elliptic PDE. The numerical solution of the corresponding similarity equation is obtained using a second-order central SFD discretization scheme to get the second-order SFD approximation equation. We propose a four-point similarity explicit group (4-point SEG) iterative method as a numerical solution of the large-scale and sparse linear systems derived from SFD discretization of 2D unsteady convection-diffusion equation (CDE). To show the 4-point SEG iteration efficiency, two iterative methods, such as Jacobi and Gauss-Seidel (GS) iterations, are also considered. The numerical experiments are carried out using three different problems to illustrate our proposed iterative method's performance. Finally, the numerical results showed that our proposed iterative method is more efficient than the Jacobi and GS iterations in terms of iteration number and execution time. |
| first_indexed | 2024-03-06T03:11:17Z |
| format | Article |
| id | ums.eprints-30726 |
| institution | Universiti Malaysia Sabah |
| language | English English |
| last_indexed | 2024-03-06T03:11:17Z |
| publishDate | 2021 |
| publisher | Institute of Advanced Engineering and Science (IAES) |
| record_format | dspace |
| spelling | ums.eprints-307262021-10-26T07:39:36Z https://eprints.ums.edu.my/id/eprint/30726/ Performance of similarity explicit group iteration for solving 2D unsteady convection-diffusion equation Nur Afza Mat Ali Jumat Sulaiman Azali Saudi Nor Syahida Mohamad QA299.6-433 Analysis TA1-2040 Engineering (General). Civil engineering (General) In this paper, a similarity finite difference (SFD) solution is addressed for the two-dimensional (2D) parabolic partial differential equation (PDE), specifically on the unsteady convection-diffusion problem. Structuring the similarity transformation using wave variables, we reduce the parabolic PDE into elliptic PDE. The numerical solution of the corresponding similarity equation is obtained using a second-order central SFD discretization scheme to get the second-order SFD approximation equation. We propose a four-point similarity explicit group (4-point SEG) iterative method as a numerical solution of the large-scale and sparse linear systems derived from SFD discretization of 2D unsteady convection-diffusion equation (CDE). To show the 4-point SEG iteration efficiency, two iterative methods, such as Jacobi and Gauss-Seidel (GS) iterations, are also considered. The numerical experiments are carried out using three different problems to illustrate our proposed iterative method's performance. Finally, the numerical results showed that our proposed iterative method is more efficient than the Jacobi and GS iterations in terms of iteration number and execution time. Institute of Advanced Engineering and Science (IAES) 2021-06-17 Article PeerReviewed text en https://eprints.ums.edu.my/id/eprint/30726/1/Performance%20of%20similarity%20explicit%20group%20iteration%20for%20solving%202D%20unsteady%20convection-diffusion%20equation-Abstract.pdf text en https://eprints.ums.edu.my/id/eprint/30726/2/Performance%20of%20similarity%20explicit%20group%20iteration%20for%20solving%202D%20unsteady%20convection-diffusion%20equation.pdf Nur Afza Mat Ali and Jumat Sulaiman and Azali Saudi and Nor Syahida Mohamad (2021) Performance of similarity explicit group iteration for solving 2D unsteady convection-diffusion equation. Indonesian Journal of Electrical Engineering and Computer Science, 23 (1). pp. 471-478. ISSN 2502-4752 (P-ISSN) , 2502-4760 (E-ISSN) http://ijeecs.iaescore.com/index.php/IJEECS/article/view/24900/15212 ttp://dx.doi.org/10.11591/ijeecs.v23.i1.pp471-478 ttp://dx.doi.org/10.11591/ijeecs.v23.i1.pp471-478 |
| spellingShingle | QA299.6-433 Analysis TA1-2040 Engineering (General). Civil engineering (General) Nur Afza Mat Ali Jumat Sulaiman Azali Saudi Nor Syahida Mohamad Performance of similarity explicit group iteration for solving 2D unsteady convection-diffusion equation |
| title | Performance of similarity explicit group iteration for solving 2D unsteady convection-diffusion equation |
| title_full | Performance of similarity explicit group iteration for solving 2D unsteady convection-diffusion equation |
| title_fullStr | Performance of similarity explicit group iteration for solving 2D unsteady convection-diffusion equation |
| title_full_unstemmed | Performance of similarity explicit group iteration for solving 2D unsteady convection-diffusion equation |
| title_short | Performance of similarity explicit group iteration for solving 2D unsteady convection-diffusion equation |
| title_sort | performance of similarity explicit group iteration for solving 2d unsteady convection diffusion equation |
| topic | QA299.6-433 Analysis TA1-2040 Engineering (General). Civil engineering (General) |
| url | https://eprints.ums.edu.my/id/eprint/30726/1/Performance%20of%20similarity%20explicit%20group%20iteration%20for%20solving%202D%20unsteady%20convection-diffusion%20equation-Abstract.pdf https://eprints.ums.edu.my/id/eprint/30726/2/Performance%20of%20similarity%20explicit%20group%20iteration%20for%20solving%202D%20unsteady%20convection-diffusion%20equation.pdf |
| work_keys_str_mv | AT nurafzamatali performanceofsimilarityexplicitgroupiterationforsolving2dunsteadyconvectiondiffusionequation AT jumatsulaiman performanceofsimilarityexplicitgroupiterationforsolving2dunsteadyconvectiondiffusionequation AT azalisaudi performanceofsimilarityexplicitgroupiterationforsolving2dunsteadyconvectiondiffusionequation AT norsyahidamohamad performanceofsimilarityexplicitgroupiterationforsolving2dunsteadyconvectiondiffusionequation |