Model reduction of multiple time scale processes in non-standard singularly perturbed form

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Abstract

This work considers multiple time scale models in non standard singularly perturbed form. These systems naturally arise as descriptions of detailed rate-based process models of fast-rate chemical processes with several large parameters of different orders of magnitude. We propose a systematic framework to derive representations of the dynamics in individual time scales. A nonlinear coordinate transformation is presented to yield a standard singularly perturbed form of the original system. This approach is applied to a representative multiple time scale chemical process with reactions whose reaction rates span different orders of magnitude. © 2006 Springer-Verlag Berlin Heidelberg.

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Vora, N. P., Contou-Carrere, M. N., & Daoutidis, P. (2006). Model reduction of multiple time scale processes in non-standard singularly perturbed form. In Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena (pp. 99–113). Springer Berlin Heidelberg. https://doi.org/10.1007/3-540-35888-9_6

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