Roberto Corona

On the dynamics and robustness of the chemostat with multiplicative noise

Tronci S.;Baratti R.;
2021-01-01

Abstract

The stochastic dynamics of a two-state bioreactor model with random feed flow fluctuations and non-monotonic specific growth rate is analyzed. Using the Fokker-Planck equation approach for describing the probability density function (PDF) evolution the lack of stochastic robustness due to deterministic bifurcation phenomena for the open-loop reactor operating under optimal (maximum production) operation condition is established, and the associated stochastic stabilization problem is addressed. Inherent differences between the presence of multiplicative noise, due to the feed flow fluctuations, and additive background noise are analytically established. Numerical simulation results illustrate these inherent differences, the stochastic fragility of the open-loop operation yielding a stochastic extinction phenomenon, as well as the stochastic PDF stabilization with a proportional feedback control.
2021
Inglese
IFAC-PapersOnLine
Elsevier B.V.
54
3
342
347
6
16th IFAC Symposium on Advanced Control of Chemical Processes, ADCHEM 2021
Contributo
Esperti anonimi
2021
Italia
internazionale
scientifica
Control
Estimation
Fokker-Planck equation
Multiplicative noise
Robustness
Stochastic bioreactor model
Stochastic extinction
System identification
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
Schaum, A.; Tronci, S.; Baratti, R.; Alvarez, J.
273
4
4.1 Contributo in Atti di convegno
open
info:eu-repo/semantics/conferencePaper
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