Production-process optimization algorithm: Application to fed-batch bioprocess

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985556%3A_____%2F17%3A00480928" target="_blank" >RIV/67985556:_____/17:00480928 - isvavai.cz</a>

Alternative codes found

RIV/68407700:21230/17:00316087

Result on the web

<a href="http://dx.doi.org/10.1016/j.jfranklin.2017.10.012" target="_blank" >http://dx.doi.org/10.1016/j.jfranklin.2017.10.012</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.jfranklin.2017.10.012" target="_blank" >10.1016/j.jfranklin.2017.10.012</a>

Result language

angličtina

Original language name

Production-process optimization algorithm: Application to fed-batch bioprocess

Original language description

This paper presents a computationally tractable algorithm focusing on overall optimization of a production process. The proposed algorithm embraces both the input profile and the state initial conditions optimization and consists of three stages: (i) optimization of the input profile with constant initial conditions, (ii) reduction of the input profile complexity and (iii) joint optimization of the input profile parameters and state initial conditions. The newly proposed algorithm is compared with several alternatives on a series of numerical experiments representing penicillin cultivation process. As a part of the evaluation, a broader range of optimization periods is considered and not only the criterion but also the complexity of the provided input profiles is inspected. The obtained encouraging results show the superiority of the newly proposed solution and demonstrate the usefulness of the joint-optimization algorithm.

Czech name

—

Czech description

—

Type

J_imp - Article in a specialist periodical, which is included in the Web of Science database

CEP classification

—

OECD FORD branch

20205 - Automation and control systems

Project

<a href="/en/project/GA17-04682S" target="_blank" >GA17-04682S: Control of walking robots using collocated virtual holonomic constraints</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2017

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical

Journal of the Franklin Institute-Engineering and Applied Mathematics

ISSN

0016-0032

e-ISSN

—

Volume of the periodical

354

Issue of the periodical within the volume

18

Country of publishing house

NL - THE KINGDOM OF THE NETHERLANDS

Number of pages

24

Pages from-to

8529-8551

UT code for WoS article

000417001200027

EID of the result in the Scopus database

2-s2.0-85033217842