On the similarity of the sensitivity functions of methane combustion models

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8 Citations (Scopus)

Abstract

It is widely known that detailed kinetic mechanisms with identical reaction steps but with very different rare parameters may provide similar simulation results in combustion calculations. This phenomenon is related to the similarity of sensitivity functions, which arises if low-dimensional manifolds in the space of variables, and autocatalytic processes are present. We demonstrated the similarity of sensitivity functions for adiabatic explosions and burner-stabilized laminar flames of stoichiometric methane-air mixtures. The cause of similarities was investigated by calculating the dimension of the corresponding manifolds, and the pseudo-homogeneous property of the sensitivity ordinary differential equation (ODE). The methane explosion model showed global similarity, which means that different parameter sets could provide the same simulation results. This was demonstrated by numerical experiments, in which two significantly different parameter sets resulted in identical concentration profiles for all species. This phenomenon is important from a practical point of view in the fields of 'validation' of complex reaction mechanisms and parameter estimation of chemical kinetic systems.

Original languageEnglish
Pages (from-to)721-738
Number of pages18
JournalCombustion Theory and Modelling
Volume9
Issue number4
DOIs
Publication statusPublished - Nov 1 2005

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Keywords

  • Global similarity
  • Manifold
  • Methane combustion
  • Sensitivity analysis

ASJC Scopus subject areas

  • Chemistry(all)
  • Chemical Engineering(all)
  • Modelling and Simulation
  • Fuel Technology
  • Energy Engineering and Power Technology
  • Physics and Astronomy(all)

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