Adaptive model predictive control using diagonal recurrent neural network

Proceedings - 4th International Conference on Natural Computation, ICNC 2008

Volumn 2, Issue , 2008, Pages 276-280

  Jin, Yingyi ^a   Su, Chengli ^a  

^a LIAONING SHIHUA UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

BIOCHEMICAL ENGINEERING; FERMENTATION; MODEL PREDICTIVE CONTROL; NEURAL NETWORKS; NONLINEAR SYSTEMS; PARTICLE SWARM OPTIMIZATION (PSO); PREDICTIVE CONTROL SYSTEMS; RECURRENT NEURAL NETWORKS;

ADAPTIVE MODEL PREDICTIVE CONTROLS; BIO-CHEMICALS; CASE STUDIES; CONTROL INPUTS; CONTROL SCHEMES; DIAGONAL RECURRENT NEURAL NETWORKS; FERMENTATION PROCESSES; INITIAL CONDITIONS; KAIMAN FILTERS; MODEL ADAPTATIONS; NONLINEAR PROCESSES; NONLINEAR PROGRAMMING METHODS; PI CONTROLLERS; PREDICTION HORIZONS; PREDICTIVE CONTROLS; RECURSIVE ESTIMATIONS; SHORT-COMINGS;

ADAPTIVE CONTROL SYSTEMS;

EID: 57649124534     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNC.2008.575     Document Type: Conference Paper

References (8)

1. E.F. Camacho, C. Bordons. "Model predictive control in the process industry", London: Springer, 1995
2. SJ. Qin, T. A. Badgwell. "A survey of industrial model predictive control technology", Control Engineering Practice, 2003, 11: 733-764.
3. J.Q. Huang, F.L. Lewis. "Neural-network predictive control for nonlinear dynamic systems with time-delay", IEEE Transactions on Neural Networks, 2003, 14(2): 377-389.
4. D.W. Yu, D.L. Yu. "Neural network control, of multivariable processes with, a fast optimization algorithm", Neural Computing & Applications, 2003, 12: 185-189.
5. Y. Iiguni, H. Sakai, H. Tokumaru. "A real-time algorithm for multilayered neural network based on the extended Kalman filter", IEEE Transactions on Signal Processing, 1992, 40(4): 959-966.
6. J. Kennedy, R.C. Eberhart, Y. Shi. "Swarm intelligence", San Francisco: Morgan Kaufmann Publishers, 2001.
7. K.E Parsopoulos, M.N. Vrahatis. "Recent approach to global optimization problems through particle swarm optimization", Nature Computing, 2002, 1(2/3): 235-306.
8. M.A. Henson, D.E. Seborg. "An internal model control strategy for nonlinear systems", AICHE Journal, 1991, 37: 1065-1081.