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Quasi-equilibrium grid algorithm: Geometric construction for model reduction

2007/04/18 by Eliodoro Chiavazzo, E. Chiavazzo, I. V. Karlin +1 · 5 citations
Chemical Engineering · Engineering · Physics and Astronomy · #Advanced Combustion Engine Technologies #Combustion and flame dynamics #Computational Fluid Dynamics and Aerodynamics #cond-mat.stat-mech

paper · pdf · doi:10.1016/j.jcp.2008.02.006

published as J. Comput. Phys. 227, 5535-5560 (2008) · 31 pages, 13 figures

arxiv created 2007/04/18 · openalex publication_date 2008/02/20 · arxiv updated 2009/12/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

The Method of Invariant Grid (MIG) is an iterative procedure for model reduction in chemical kinetics which is based on the notion of Slow Invariant Manifold (SIM) [1-4]. Important role, in that method, is played by the initial grid which, once refined, gives a description of the invariant manifold: the invariant grid. A convenient way to get a first approximation of the SIM is given by the Spectral Quasi Equilibrium Manifold (SQEM) [1-2]. In the present paper, a flexible numerical method to construct the discrete analog of a Quasi Equilibrium Manifold, in any dimension, is presented. That object is named Quasi Equilibrium Grid (QEG), while the procedure Quasi Equilibrium Grid Algorithm. Extensions of the QEM notion are also suggested. The QEG is a numerical tool which can be used to find a grid-based approximation for the locus of minima of a convex function under some linear constraints. The method is validated by construction of one and two-dimensional grids for model hydrogen oxidation reaction.

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