Algorithms for nonlinear predictive control maximizing penicillin production efficiency

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F16%3A00300755" target="_blank" >RIV/68407700:21230/16:00300755 - isvavai.cz</a>
Result on the web
<a href="http://ieeexplore.ieee.org/document/7525460/" target="_blank" >http://ieeexplore.ieee.org/document/7525460/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ACC.2016.7525460" target="_blank" >10.1109/ACC.2016.7525460</a>

Result language
angličtina
Original language name
Algorithms for nonlinear predictive control maximizing penicillin production efficiency
Original language description
In this paper, maximization of efficiency of the penicillin production is addressed. To overcome the issues caused by the terminal time being an optimizable parameter, two adaptations of the Hamiltonian-based gradient method are proposed. The first algorithm incorporates the terminal time directly into the set of optimized variables while the second one makes use of a time scaling with optimizable time-dependent time scale being a virtual input. Both algorithms are verified on a set of numerical experiments and the obtained results show significant improvement of the penicillin production efficiency gained by their use, which suggests their exploitation within the industrial nonlinear predictive controllers for bioprocess optimization.
Czech name
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Czech description
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Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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