Neural networks for the prediction of the state of Zymomonas mobilis CP4 batch fermentations
Tài liệu tham khảo
Diez, C. (1993). Estudo coparativo de diferentes métodos e condiçoes de fermentaçao de melaço de cana-de-açucar por Zymomonas mobilis CP4. PhD Thesis, Universidad Estadual de Campinas.
Glassey, 1994, Artificial neural network based experimental design procedure for enhancing fermentation development, Biotechnology and Bioengineering, 44, 397, 10.1002/bit.260440402
Karim, 1992, Artificial neural networks in bioprocess state estimation, Advances in Biochemical Engineering and Biotechnology, 46, 1
Matlab (1998). The Language of Technical Computing, The MathWorks.
Morrison, D. (1989). Multivariate Statistical Methods, 3rd ed., New York: McGraw–Hill, Chp. 9.
Psichogios, 1992, A hybrid neural network-first principles approach to process modeling, American Institute of Chemical Engineers Journal, 38, 1499, 10.1002/aic.690381003
Shene, 1998, Optimization of Bacillus subtilis fed-batch fermentations for the maximization of the synthesis of a recombinant β-1,4-endoglucanase, Computer Applications in Biotechnology (Japan), CAB7, 219
Shene, 1999, Fed-batch fermentations of Bacillus subtilis ToC46(pPFF1) for the synthesis of a recombinant β-1,3-glucanase: experimental study and modelling, Enzyme and Microbial Technology, 24, 247, 10.1016/S0141-0229(98)00118-5
Stephens, 1988, Effect of cycling on the stability of plamid-bearing microorganisms in continuous culture, Biotechnology and Bioengineering, 31, 464, 10.1002/bit.260310511
Syu, 1993, Neural network modelling of batch growth rate pattern, Biotechnology and Bioengineering, 42, 376, 10.1002/bit.260420315
Willis, 1992, Artificial neural networks in process estimation and control, Automatica, 28, 1181, 10.1016/0005-1098(92)90059-O
Zhang, 1994, A prototype neural network supervised control system for Bacillus thuringiensis fermentations, Biotechnology and Bioengineering, 43, 483, 10.1002/bit.260430608