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Article Dans Une Revue Communications in Statistics - Theory and Methods Année : 2013

On geometry and scale of a stochastic chemostat

Résumé

A chemostat is a fixed volume bioreactor in which micro--organisms are grown in a continuously renewed liquid medium. We propose a stochastic model for the evolution of the concentrations in the single species and single substrate case. It is obtained as a diffusion approximation of a pure jump Markov process, whose increments are comparable in mean with the deterministic model. A specific time scale, is considered for each source of variation. The geometric structure of the problem, usable by identification procedures, is preserved both in the drift and diffusion term. We study the properties of this model by numerical experiments.
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Dates et versions

hal-00800908 , version 1 (14-03-2013)

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Marc Joannides, Irène Larramendy-Valverde. On geometry and scale of a stochastic chemostat. Communications in Statistics - Theory and Methods, 2013, 42 (16), pp.2202-2211. ⟨10.1080/03610926.2012.746983⟩. ⟨hal-00800908⟩
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