Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/3852
Título: | Evolutionary algorithms for optimal control in fed-batch fermentation processes |
Autor(es): | Rocha, Miguel Neves, José Rocha, I. Ferreira, Eugénio C. |
Palavras-chave: | Bio-engineering processes Fed-batch fermentation optimization Variable size chromosomes Real-valued representations |
Data: | 2004 |
Editora: | Springer |
Revista: | Lecture Notes in Computer Science |
Citação: | Lecture Notes in Computer Science, 3005, 84-93, 2004. (RAIDL, Günther [et al.], ed lit. – “Applications of evolutionary computing : proceedings of EvoWorkshops 2004, Coimbra, Portugal, 2004”. Berlin: Springer, 2004. ISBN 3-540-21378-3.) |
Resumo(s): | In this work, Evolutionary Algorithms (EAs) are used to achieve optimal feedforward control in a recombinant bacterial fed-batch fermentation process, that aims at producing a bio-pharmaceutical product. Three diferent aspects are the target of the optimization procedure: the feeding trajectory (the amount of substrate introduced in a bioreactor per time unit), the duration of the fermentation and the initial conditions of the process. A novel EA with variable size chromosomes and using real-valued representations is proposed that is capable of simultaneously optimizing the aforementioned aspects. Outstanding productivity levels were achieved and the results are validated by practice. |
Tipo: | Capítulo de livro |
URI: | https://hdl.handle.net/1822/3852 |
ISBN: | 3-540-21378-3 |
DOI: | 10.1007/978-3-540-24653-4_9 |
ISSN: | 0302-9743 |
Versão da editora: | http://dx.doi.org/10.1007/978-3-540-24653-4_9 |
Arbitragem científica: | yes |
Acesso: | Acesso aberto |
Aparece nas coleções: | DI/CCTC - Artigos (papers) |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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evoBio2004-gafed.pdf | 359,34 kB | Adobe PDF | Ver/Abrir |