Constrained predictive control based on T-S fuzzy model for nonlinear systems * * This project was supported by the National Natural Science Foundation of China (60374037 and 60574036), and the Opening Project Foundation of National Lab of Industrial Control Technology (0708008).

Journal of Systems Engineering and Electronics

Volumn 18, Issue 1, 2007, Pages 95-100

  Su, Bail ^a,b   Chen, Zengqiang ^a   Yuan, Zhuzhi ^a  

^a NANKAI UNIVERSITY   (China)

^b QUFU NORMAL UNIVERSITY   (China)

Author keywords

Fuzzy cluster; Generalized predictive control (GPC); Input constraint; Nonlinear system; T S fuzzy model

Indexed keywords

FUZZY CLUSTER; GENERALIZED PREDICTIVE CONTROL (GPC); INPUT CONSTRAINT; ORTHOGONAL LEAST SQUARE METHOD; T-S FUZZY MODEL;

CLUSTERING ALGORITHMS; FUZZY CLUSTERING; FUZZY SYSTEMS; MATHEMATICAL MODELS; PREDICTIVE CONTROL SYSTEMS;

NONLINEAR SYSTEMS;

EID: 34347363050     PISSN: 10044132     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1004-4132(07)60058-9     Document Type: Article

References (12)

1. Clarke D., Mohtadi C., and Tuffs P. Generalized predictive control-Part I and Part II. Automatica 23 2 (1987) 137-160
2. Xu Y. The Computational basis of systems engineering (1994), Chongqing University Press, Chongqing 24-29
3. Li W., and Huang T. Analytical algorism of restrict general prediction control for digital mill procedure. Acta Autom Sinica 25 6 (1999) 796-799
4. Jin Y. New Generalized predictive control with Input constraints. Control and Decision 17 4 (2002) 506-508
5. Liu Z., Chen Z., and Yuan Z. T-S model based fuzzy generalized predictive control. Acta Scientiarum Naturalium Universitatis Nankaiensis 33 4 (2000) 114-119
6. Li N., Li S., and Xi Y. Multiple model predictive control for MIMO Systems. Acta Autom Sinica. 29 4 (2003) 516-523
7. Li Linhuan, Su Hongye, Chu Jian, et al. Novel fuzzy predictive PID control for a class of nonlinear systems. Proceedings of the First International Conference on Machine Learning and Cybernetics, Beijing, China, 2002: 293-297.
8. Li S., Wang Q., Li H., et al. Identification and control based on Sugeno's fuzzy model. Acta Autom Sinica 25 4 (1999) 488-492
9. Chen Z., Zhao T., and Yuan Z. Multivariable PI type generalized predictive control. Journal of Systems Engineering and Electronics 9 2 (1998) 8-13
10. Li N., Li S., and Xi Y. Modeling PH neutralization processes using fuzzy satisfactory cluster. Proceedings of the 10th IEEE International Conference on Fuzzy Systems, Melbourne, Australia 1 2-5 (2001) 308-311
11. Mastorocostas P., Theocharis J., and Bakirtzis A. Fuzzy modeling for short term load forecasting using the orthogonal least squares method. IEEE Trans on Power Systems 14 1 (1999) 29-36
12. Zhang X., Chen Z., and Yuan Z. Global convergence of adaptive predictive controller based on least squares algorithm. Journal of Systems Engineering and Electronics 14 4 (2003) 70-73