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
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
e35693Informations 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.