Numerical algorithms for solving the optimal control problem of simple bioreactors

The modified nonlocal feedback controller is used to control the production of drugs in a simple bioreactor. This bioreactor is based on the enzymatic conversion of substrate into the required product. The dynamics of this device is described by a system of two nonstationary nonlinear diffusion–con...

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Main Authors: Raimondas Čiegis, Remigijus Čiegis
Format: Article
Language:English
Published: Vilnius University Press 2019-06-01
Series:Nonlinear Analysis
Subjects:
Online Access:http://www.zurnalai.vu.lt/nonlinear-analysis/article/view/12965
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spelling doaj-c19b6691950647bd9affaa59ee967ba12020-11-25T02:04:07ZengVilnius University PressNonlinear Analysis1392-51132335-89632019-06-0124410.15388/NA.2019.4.8Numerical algorithms for solving the optimal control problem of simple bioreactorsRaimondas Čiegis0Remigijus Čiegis1Vilnius Gediminas Technical UniversityVilnius University The modified nonlocal feedback controller is used to control the production of drugs in a simple bioreactor. This bioreactor is based on the enzymatic conversion of substrate into the required product. The dynamics of this device is described by a system of two nonstationary nonlinear diffusion–convection–reaction equations. The analysis of the influence of the convection transport is one the aims of this paper. The control loop is defined using the relation, which shows how the amount of the drug produced in the bioreactor and delivered into a human body depends on the substrate concentration specified on the external boundary of the bioreactor. The system of PDEs is solved by using the finite volume and finite difference methods, the control loop parameters are defined from the analysis of stationary linearized equations. The second aim of this paper is to solve the inverse problem and to determine optimal boundary conditions. These results enable us to estimate the potential accuracy of the proposed devices.   http://www.zurnalai.vu.lt/nonlinear-analysis/article/view/12965nonlocal delayed feedback controlnumerical simulationinverse problemsbioreactors
collection DOAJ
language English
format Article
sources DOAJ
author Raimondas Čiegis
Remigijus Čiegis
spellingShingle Raimondas Čiegis
Remigijus Čiegis
Numerical algorithms for solving the optimal control problem of simple bioreactors
Nonlinear Analysis
nonlocal delayed feedback control
numerical simulation
inverse problems
bioreactors
author_facet Raimondas Čiegis
Remigijus Čiegis
author_sort Raimondas Čiegis
title Numerical algorithms for solving the optimal control problem of simple bioreactors
title_short Numerical algorithms for solving the optimal control problem of simple bioreactors
title_full Numerical algorithms for solving the optimal control problem of simple bioreactors
title_fullStr Numerical algorithms for solving the optimal control problem of simple bioreactors
title_full_unstemmed Numerical algorithms for solving the optimal control problem of simple bioreactors
title_sort numerical algorithms for solving the optimal control problem of simple bioreactors
publisher Vilnius University Press
series Nonlinear Analysis
issn 1392-5113
2335-8963
publishDate 2019-06-01
description The modified nonlocal feedback controller is used to control the production of drugs in a simple bioreactor. This bioreactor is based on the enzymatic conversion of substrate into the required product. The dynamics of this device is described by a system of two nonstationary nonlinear diffusion–convection–reaction equations. The analysis of the influence of the convection transport is one the aims of this paper. The control loop is defined using the relation, which shows how the amount of the drug produced in the bioreactor and delivered into a human body depends on the substrate concentration specified on the external boundary of the bioreactor. The system of PDEs is solved by using the finite volume and finite difference methods, the control loop parameters are defined from the analysis of stationary linearized equations. The second aim of this paper is to solve the inverse problem and to determine optimal boundary conditions. These results enable us to estimate the potential accuracy of the proposed devices.  
topic nonlocal delayed feedback control
numerical simulation
inverse problems
bioreactors
url http://www.zurnalai.vu.lt/nonlinear-analysis/article/view/12965
work_keys_str_mv AT raimondasciegis numericalalgorithmsforsolvingtheoptimalcontrolproblemofsimplebioreactors
AT remigijusciegis numericalalgorithmsforsolvingtheoptimalcontrolproblemofsimplebioreactors
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