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...
Main Authors: | , |
---|---|
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 |
id |
doaj-c19b6691950647bd9affaa59ee967ba1 |
---|---|
record_format |
Article |
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 |
_version_ |
1724944576821592064 |