Neural network adaptive control of the penicillin acylase fermentation

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn 2, Issue , 1997, Pages 639-644

  Syu, M J ^a   Chang, C B ^a  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

[No Author keywords available]

Indexed keywords

ARTHROBACTER VISCOSUS; BACK-PROPAGATION NEURAL NET; BATCH FERMENTATION; NEURAL NETWORK ADAPTIVE CONTROL; ON-LINE CONTROLS; PENICILLIN ACYLASE; PHARMACEUTICAL INDUSTRY; PROCESS MODELING;

ADAPTIVE CONTROL SYSTEMS; ENZYMES; NEURAL NETWORKS; BACKPROPAGATION; COMPUTATIONAL METHODS; DENSITY (OPTICAL); FERMENTATION; LEARNING SYSTEMS; MATHEMATICAL MODELS; ONLINE SYSTEMS; PH EFFECTS; PROCESS CONTROL; TRANSFER FUNCTIONS;

FERMENTATION; NEURAL NETWORKS;

PENICILLIN ACYLASE FERMENTATION; RECURRENT BACKPROPAGATION NETWORK (RBPN);

EID: 0030688766     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNN.1997.616096     Document Type: Conference Paper

References (5)

1. Boskovic, J.D. and K.S. Narendra, "Comparison of Linear, Nonlinear and Neural Network Based Adaptive Controllers for a Class of Fed-batch Fermentation Processes," Automatica, Vol. 31, No. 6, pp. 817-840, 1995.
2. Ku, C.C. and K.Y. Lee, "Diagonal Recurrent neural Networks for Dynamic Systems Control," IEEE Trans, on Neural Networks, Vol. 6, No. 1, pp. 144-155, 1995.
3. Caudill M. and C. Butler, Understanding Neural Networks: Computer Explorations, Vol. II, MIT Press, Cambridge. Massachusetts, 1992.
4. Syu, M. and G. Tsao, "A Saturation-Type Transfer Function for Backpropagation Network Modeling of Biosystems." Proceedings of 1994 IEEE International Conference on Neural Networks, Vol. 5, pp. 3265-3270, 1994.
5. Syu, M.J. and Cheng-L. Hou, "A Neural Network Study on the Dynamic Identification of A Biosystem." 1995 IEEE International Conference on Systems. Man and Cybernetics. Vol. 4. pp. 3678-3683. 1995.