Citation: |
[1] |
H. Biebl, K. Menzel, A. P. Zeng and W. D. Deckwer, Microbial production of 1, 3-propanediol, Applied Microbiology and Biotechnology, 52 (1999), 289-297. |
[2] |
G. M. Cheng, L. Wang and Q. Lin and R. C. Loxton, Robust optimal control of a microbial batch culture process, Journal of Optimization Theory and Applications, 167 (2015), 342-362.doi: 10.1007/s10957-014-0654-z. |
[3] |
X. Y. Dang, The calculation of ph of some kinds solution, Journal of Gansu Normal Colleges, 2 (2007), 45-48. |
[4] |
C. X. Gao, E. M. Feng, Z. T. Wang and Z. L. Xiu, Nonlinear dynamical systems of biodissimilation of glycerol to 1,3-propanediol and their optimal controls, Journal of Industrial and Management Optimization, 1 (2005), 377-388.doi: 10.3934/jimo.2005.1.377. |
[5] |
C. Gao, K. Li, E. Feng and Z. Xiu, Nonlinear impulsive system of fed-batch culture in fermentative production and its properties, Chaos, Solitons & Fractals, 28 (2006), 271-277.doi: 10.1016/j.chaos.2005.05.027. |
[6] |
C. Gao, E. Feng, Z. Wang and Z. Xiu, Nonlinear dynamical systems of bio-dissimilation of glycerol to 1, 3-propanediol and their optimal controls, Journal of Industrial and Management Optimization, 1 (2005), 377-384.doi: 10.3934/jimo.2005.1.377. |
[7] |
J. G. Gao, B. Y. Shen, E. M. Feng and Z. L. Xiu, Modelling and optimal control for an impulsive dynamical system in microbial fed-batch culture, Computational and Applied Mathematics, 32 (2013), 275-290.doi: 10.1007/s40314-013-0012-z. |
[8] |
J. G. Gao, X. Y. Zhao, E. M. Feng and Z. L. Xiu, Modelling and parameter identification for a hybrid dynamical system in microbial fed-batch culture, International Journal of Computer Mathematics, DOI:10.1080/00207160.2014.998656, 2015.doi: 10.1080/00207160.2014.998656. |
[9] |
J. G. Gao, E. M. Feng and Z. L. Xiu, Metabolic system identification and optimization in continuous culture, International Journal of Computer Mathematics, 89 (2012), 1426-1444.doi: 10.1080/00207160.2012.689289. |
[10] |
H. Huang, C. S. Gong and G. T. Tsao, Production of 1, 3-propanediol by klebsiella pneumoniae, Applied biochemistry and biotechnology, 98 (2002), 687-698. |
[11] |
J. Kennedy and R. Eberhart, Particle swarm optimization, In Neural Networks, 1995. Proceedings, IEEE International Conference on, 4 (1995), 1942-1948. |
[12] |
Q. H. Li, L. Li, T. K. Tai and S. L. Xie, An improved pso-based of harmony search for complicated optimization problems, International Journal of Hybrid Information Technology, 1 (2008), 91-98. |
[13] |
C. Y. Liu, Z. H. Gong, E. M. Feng and H. C. Yin, Modelling and optimal control for nonlinear multistage dynamical system of microbial fed-batch culture, Journal of Industrial and Management Optimization, 5 (2009), 835-850.doi: 10.3934/jimo.2009.5.835. |
[14] |
A. P. Nikolai, A. P. Viktor, M. S. Anatolii and V. S. Natalia, Differential Equations with Impulse Effects, De Gruyter, 2010.doi: 10.1515/9783110218176. |
[15] |
S. J. Pirt et al, Principles of Microbe and Cell Cultivation, Blackwell Scientific Publications, Springer Verlag, New York, 1975. |
[16] |
S. Sattayasamitsathit, P. Methacanon and P. Prasertsan, Enhance 1,3-propanediol production from crude glycerol in batch and fed-batch fermentation with two-phase ph-controlled strategy, Electronic Journal of Biotechnology, 6 (2011), 1-12. |
[17] |
A. I. Selvakumar and K. Thanushkodi, A new particle swarm optimization solution to nonconvex economic dispatch problems, Power Systems, IEEE Transactions on, 22 (2007), 42-51. |
[18] |
G. Wang, E. M. Feng and Z. L. Xiu, Modeling and parameter identification of microbial biconversion in fed-batch cultures, Process Control, 18 (2008), 458-464. |
[19] |
H. Wang, E. Feng and Z. Xiu, Optimality condition of the nonlinear impulsive system in fed-batch fermentation, Nonlinear Analysis: Theory, Methods & Applications, 68 (2008), 12-23.doi: 10.1016/j.na.2006.10.027. |
[20] |
L. Wang, Determining the transport mechanism of an enzyme-catalytic complex metabolic network based on biological robustness, Bioprocess Biosyst. Eng., 36 (2013), 433-441. |
[21] |
L. Wang, J. Ye, E. Feng and Z. Xiu, An improved model for multistage simulation of glycerol fermentation in batch culture and its parameter identification, Nonlinear Analysis: Hybrid Systems, 3 (2009), 455-462.doi: 10.1016/j.nahs.2009.03.003. |
[22] |
L. Wang, G. M. Cheng, E. M. Feng, Tao Su and Z. L. Xiu, Analysis and application of biological robustness as performance index in microbial fermentation, Applied Mathematical Modelling, 39 (2015), 2048-2055.doi: 10.1016/j.apm.2014.10.022. |
[23] |
Z. L. Xiu, A. P. Zeng and L. J. An, Mathematical modelling of kinetics and research on multiplicity of glycerol bioconversion to 1,3-propanediol, Journal of Dalian University of Technology, 40 (2000), 428-433. |
[24] |
X. H. Yang, Z. F. Yang and J. Q. Li, Solving nonlinear optimal problems by hybrid accelerating genetic algorithm, Journal of Beijing Normal University, 39 (2003), 551-556. |
[25] |
J. Ye, Y. Zhang, E. Feng, Z. Xiu and H. Yin, Nonlinear hybrid system and parameter identification of microbial fed-batch culture with open loop glycerol input and ph logic control, Applied Mathematical Modelling, 36 (2011), 357-369.doi: 10.1016/j.apm.2011.05.059. |
[26] |
J. Yu, L. Xi and S. Wang, An improved particle swarm optimization for evolving feedforward artificial neural networks, Neural Processing Letters, 26 (2007), 217-231. |
[27] |
A. P. Zeng and W. D. Deckwer, A kinetic model for substrate and energy consumption of microbial growth under substrate-sufficient conditions, Biotechnology progress, 11 (1995), 71-79. |
[28] |
A. P. Zeng, A. Ross, H. Biebl, C. Tag, B. Guenzel and W. D. Deckwer, Multiple product inhibition and growth modeling of clostridium butyricum and klebsiella pneumoniae in glycerol fermentation, Biotechnology and bioengineering, 44 (1994), 902-911. |
[29] |
A. P. Zeng and H. Biebl, Bulk chemicals from biotechnology: the case of 1, 3-propanediol production and the new trends, Tools and Applications of Biochemical Engineering Science, 15 (2002), 239-259. |