Adaptive control using a grey box neural model: An experimental application

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4491 LNCS, Issue PART 1, 2007, Pages 311-318

  Cubillos, Francisco A ^a   Acuña, Gonzalo ^a  

^a UNIVERSIDAD DE SANTIAGO DE CHILE   (Chile)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL SYSTEMS; COMBUSTION CHAMBERS; ENERGY BALANCE; MODEL PREDICTIVE CONTROL; TEMPERATURE CONTROL;

COMBUSTION CHAMBER TEMPERATURE; GREY BOX NEURAL MODEL; PHENOMENOLOGICAL MODEL; VIBRATING FLUIDIZED DRYER;

RADIAL BASIS FUNCTION NETWORKS;

EID: 37249063769     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72383-7_37     Document Type: Conference Paper

References (8)

1. Qin, S.J., Badgwell, T.A.: A Survey of Industrial Model Predictive Control Technology. Control Engineering Practice 11 (2003) 733-764
2. Thompson, M.L., Kramer, M.A.: Modeling Chemical Processes Using Prior Knowledge and Neural Networks. AIChE J. 40(8) (1994) 1328-1340
3. Xiong, Q., Jutan, A.: Grey-box Modelling and Control of Chemical Processes. Chemical Engineering Science 57(6) (2002) 1027-1039
4. Sohlberg, R.: Hybrid Grey Box Modeling of a Pickling Process. Control Engineering Practice 13(9) (2005) 1093-1102
5. Psichogios, D.C., Ungar, L. H.: A Hybrid Neural Network-first Principles Approach to Process Modeling. AIChE Journal 38(10) (1992) 1499-1511
6. Cubillos, F., Lima, E.L.: Adaptive Hybrid Neural Models for Process Control. Computers chem. Engng. 22 Suppl. (1998) s989-s992
7. Cubillos, F., Callejas, H., Lima, E.L., Vega, M.P.: Adaptive Control Using a Hybrid Neural Model: Application to a Polymerization Reactor. Brazilian Journal of Chemical Engineering 18(01) (2001) 113-120
8. Nahas, E.P., Henson, M.A., Seborg, D.E.: Nonlinear Internal Model Control Strategy for Neural Network Models. Computers chem. Engng 16(12) (1992) 1039-1057