PSO-based model predictive control for nonlinear processes

Lecture Notes in Computer Science

Volumn 3611, Issue PART II, 2005, Pages 196-203

  Wang, Xihuai ^a   Xiao, Jianmei ^a  

^a SHANGHAI MARITIME UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; MATHEMATICAL MODELS; NEURAL NETWORKS; OPTIMIZATION; PREDICTIVE CONTROL SYSTEMS; RADIAL BASIS FUNCTION NETWORKS;

CONTROLLER OPTIMIZATION; MODEL PREDICTIVE CONTROL (MPC); NONLINEAR MODEL; PARTICLE SWARM OPTIMIZATION (PSO);

NONLINEAR SYSTEMS;

EID: 26844571860     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11539117_30     Document Type: Conference Paper

References (12)

1. Richalet J.: Industrial applications of model based predictive control. Automatica, 29 (1993) 1251-1274
2. Li S.Y., Du G.N.: Online parameter tuning of generalized predictive controller based on fuzzy satisfying degree function. Control and Decision, 17 (2002) 852-855
3. Saint-Donat J., Bhat N., McAvoy T.J.: Neural net based model predictive control. Int. J. Control, 54 (1991) 1453-1468
4. Shin S.C., Park S.B.: GA-based predictive control for nonlinear processes. Electronics Letters, 34 (1998) 1980-1981
5. Catelani, M., Fort, A.: Fault diagnosis of electronic analog circuits using a radial basis function network classifier. Measurement, 28 (2000) 147-158
6. Xiao J.M., Wang X.H.: Highway traffic flow model using FCM-RBF neural network. In: F.L.Yin, J. Wang, C. Guo (eds.): Advances in Neural Networks. Lecture Notes in Computer Science, 3174. Springer-Verlag, Berlin Heidelberg New York (2004) 956-961
7. Xiao J.M., Zhang T.F., Wang X.H.; Ship power load prediction based on RST and RBF neural networks. In: J. Wang, X. Liao, and Z. Yi (Eds.): ISNN 2005, Lecture Notes in Computer Science, 3498. Springer-Verlag, Berlin Heidelberg New York (2005) 648-653
8. Eberhart R.C., Kennedy J.: A new optimizer using particles swarm theory. Proceedings of Sixth International Symposium on Micro Machine and Human Science, (1995) 39-43
9. Li J.J., Wang X.H.: A modified particle swarm optimization algorithm. Proceeding of the 5th World Congress on Intelligent Control and Automation, (2004) 354-356
10. Xiao J.M., Li J.J., Wang X.H.: Modified particle swarm optimization algorithm for vehicle routing problem. Computer Integrated Manufacturing Systems, 11 (2004) 577-581
11. Han P., Yu P., Wang G.Y., Wang D.F.: Predictive functional control in thermal power unit load systems. Transactions of China Electro Technical Society, 19 (2004) 47-52
12. Ju G., Wei H.Q.: Multivariable model predictive control for thermal power unit load systems. Proceedings of CSEE, 22 (2002) 144-148