Numerical and computational analysis on a dissipative dynamical system: Slow invariant manifold for complex chemical mechanism.

Computational model reduction techniques Mathematical analysis Sensitivity analysis

Journal

Heliyon
ISSN: 2405-8440
Titre abrégé: Heliyon
Pays: England
ID NLM: 101672560

Informations de publication

Date de publication:
30 Aug 2024
Historique:
received: 31 10 2023
revised: 27 07 2024
accepted: 01 08 2024
medline: 2 9 2024
pubmed: 2 9 2024
entrez: 2 9 2024
Statut: epublish

Résumé

This article presents the notion about Slow Invariant Manifold (SIM) and their fundamental role in model reduction techniques (MRTs) for challenges encountered in mechanical engineering within dissipative systems of chemical kinetics. Focusing on the reaction routes of complex mechanisms, we construct and compare primary approximations of the SIM through MRTs, including the Spectral Quasi Equilibrium Manifold (SQEM) and Intrinsic Low Dimensional Manifold (ILDM). These methods effectively transform high-dimensional complex problems into lower dimensions, solving them without compromising crucial information about the complex systems modified for homogeneous reactive systems. Employing the sensitivity analysis by using the MATLAB's toolbox, we present the numerical findings in a tabular format obtained through MRTs. This study provides the understanding about the accessible exploration of numerical solutions, improving insights of the complex variation within the system.

Identifiants

pubmed: 39220925
doi: 10.1016/j.heliyon.2024.e35693
pii: S2405-8440(24)11724-0
pmc: PMC11363847
doi:

Types de publication

Journal Article

Langues

eng

Pagination

e35693

Informations de copyright

© 2024 The Authors.

Déclaration de conflit d'intérêts

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Auteurs

Xiao Xin (X)

College of Foreign Studies, Shandong Technology and Business University, Yantai, 264005, China.

Faisal Sultan (F)

Institute of Mathematics, Khwaja Fareed University of Engineering and Information Technology Rahimyar Khan, Pakistan.

Muhammad Yaseen (M)

Institute of Mathematics, Khwaja Fareed University of Engineering and Information Technology Rahimyar Khan, Pakistan.

El-Sayed M Sherif (EM)

Mechanical Engineering Department, College of Engineering, King Saud University, Riyadh, Saudi Arabia.

Muhammad Shoaib Ishaq (MS)

Institute of Mathematics, Khwaja Fareed University of Engineering and Information Technology Rahimyar Khan, Pakistan.

Classifications MeSH