التفاصيل البيبلوغرافية
| العنوان: |
Backpropagated Neural Network Modeling for the Non-Fourier Thermal Analysis of a Moving Plate |
| المؤلفون: |
R. S. Varun Kumar, M. D. Alsulami, I. E. Sarris, B. C. Prasannakumara, Saurabh Rana |
| المصدر: |
Mathematics, Vol 11, Iss 2, p 438 (2023) |
| بيانات النشر: |
MDPI AG, 2023. |
| سنة النشر: |
2023 |
| المجموعة: |
LCC:Mathematics |
| مصطلحات موضوعية: |
non-Fourier heat transfer, thermal radiation, moving plate, artificial neural network, Mathematics, QA1-939 |
| الوصف: |
The present article mainly focuses on the transient thermal dispersal within a moving plate using the non-Fourier heat flux model. Furthermore, the innovative, sophisticated artificial neural network strategy with the Levenberg-Marquardt backpropagated scheme (ANNS-LMBS) is proposed for determining the transient temperature in the convective-radiative plate. Using dimensionless terms, the energy model for transient heat exchange is simplified into a non-dimensional form. The arising partial differential equation (PDE) is then numerically tackled using the finite difference method (FDM). A data set for the various scenarios of the thermal parameters influencing the thermal variation through the plate has been generated using the FDM. In addition, the effect of the dimensionless physical variables on the thermal profile of a moving plate has been examined and discussed in detail. Increments in the convection-conduction and radiation-conduction parameters are figured to yield a reduction in the transient thermal dispersion. An upsurge in the Peclet number caused the improvement of thermal dispersal in the plate. |
| نوع الوثيقة: |
article |
| وصف الملف: |
electronic resource |
| اللغة: |
English |
| تدمد: |
2227-7390 |
| Relation: |
https://www.mdpi.com/2227-7390/11/2/438; https://doaj.org/toc/2227-7390 |
| DOI: |
10.3390/math11020438 |
| URL الوصول: |
https://doaj.org/article/c2242f6437f44d37acdfac0ddf5e0354 |
| رقم الانضمام: |
edsdoj.2242f6437f44d37acdfac0ddf5e0354 |
| قاعدة البيانات: |
Directory of Open Access Journals |
Full Text Finder