Modeling and stability analysis of grey-fuzzy predictive control

Neurocomputing

Volumn 72, Issue 1-3, 2008, Pages 197-202

  Wei, Lisheng ^a   Fei, Minrui ^a   Hu, Huosheng ^b  

^a SHANGHAI UNIVERSITY   (China)

^b UNIVERSITY OF ESSEX   (United Kingdom)

Author keywords

Accumulated generating operation; Fuzzy control; Grey prediction; Membership function; Networked control systems; Switching mechanism

Indexed keywords

CONTROL SYSTEM ANALYSIS; CONTROL SYSTEMS; FEEDBACK; FORECASTING; FUZZY CONTROL; MEMBERSHIP FUNCTIONS; PREDICTIVE CONTROL SYSTEMS; STATE FEEDBACK;

A PLANTS; ACCUMULATED GENERATING OPERATION; CONTROL ACCURACIES; ERROR FEEDBACKS; FUZZY CONTROLLERS; FUZZY THEORIES; GREY PREDICTION; GREY PREDICTIONS; GREY PREDICTORS; LINE SWITCHING; NETWORKED CONTROL SYSTEMS; PREDICTION INFORMATIONS; PREDICTIVE CONTROLLERS; PREDICTIVE CONTROLS; STABILITY ANALYSES; STATE RESPONSES; STEP SIZES; SUFFICIENT CONDITIONS; SWITCHING MECHANISM; SYSTEM RESPONSES; TRANSIENT PERFORMANCES;

CONTROL THEORY;

ACCURACY; ALGORITHM; ANALYTICAL ERROR; ARTICLE; CONTROLLED STUDY; EXPERIMENTAL DESIGN; FEEDBACK SYSTEM; FORECASTING; FUZZY SYSTEM; INFORMATION PROCESSING; MATHEMATICAL MODEL; ONLINE SYSTEM; PREDICTION; PRIORITY JOURNAL; RANDOMIZATION; SENSOR; STATISTICAL PARAMETERS; STEADY STATE; SYSTEMS THEORY; TIME SERIES ANALYSIS;

EID: 55949114160     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2008.02.027     Document Type: Article

References (21)

1. Chen Z.M., Lin H.X., and Hong Q.M. The design and application of a genetic-based fuzzy gray prediction controller. J. Grey Syst. 1 1 (1998) 33-45 (in Chinese)
2. Cheng B. The grey control on industrial process. J. Huangshi Coll. 1 (1986) 11-23 (in Chinese)
3. Cupertino F., Giordano V., Naso D., and Delfine L. Fuzzy control of a mobile robot. IEEE Rob. Autom. Mag. 13 (2006) 74-81
4. Deng J. Introduction to grey system theory. J. Grey Syst. 1 (1989) 1-24
5. Deng J. Grey Predicting and Grey Decision-making (2002), Huazhong University of Science and Technology Press, Wuhan, China (in Chinese)
6. C.C. Ding, K.T. Lee, C.M. Tsai, T.L. Huang, Optimal design for power system dynamic stabilizer by grey prediction PID control, in: Proceedings of IEEE International Conference on Industrial Technology, 2002, pp. 279-284.
7. Fei M.R., Yi J., and Hu H.S. Robust stability analysis of a class of uncertain nonlinear networked control system. Int. J. Control Autom. Syst. 4 2 (2006) 172-177
8. Fei M.R., Zhou X.B., Yang T.C., Tan Y.M., and Wang H.S. An initial study of gain-scheduling controller design for NCS using delay statistical model. Lect. Notes Artif. Intell. 4114 (2006) 1049-1060
9. H.M. Feng, C.C. Wong, An on-line rule tuning grey prediction fuzzy control system design, in: Proceedings of the 2002 International Joint Conference on Neural Networks, 2002, pp. 1316-1321.
10. Hu S.S., and Zhu Q.X. Stochastic optimal control and analysis of stability of networked control systems with long delay. Automatica 39 11 (2003) 1877-1884
11. G.P. Liu, S.C. Chai, D. Rees, Networked predictive control of internet/intranet based systems, in: Proceedings of the 25th Chinese Control Conference, 7-11 August, 2006, Harbin, Heilongjiang, pp. 2024-2029.
12. Luo R.C., and Chen T.M. Autonomous mobile target tracking system based on grey-fuzzy control algorithm. IEEE Trans. Ind. Electron. 47 4 (2000) 920-931
13. H. Marzi, Fuzzy control of an inverted pendulum using AC induction motor actuator, in: IEEE International Conference on Computational Intelligence for Measurement Systems and Applications. La Coruna, Spain, July 2006, pp. 109-114.
14. Qiau W., and Muzimoto M. PID type fuzzy controller and parameter adaptive method. Fuzzy Sets Syst. 78 (1996) 23-25
15. In: Sugeno M. (Ed). Industrial Applications of Fuzzy Control (1985), Elsevier Science Publishers, Amsterdam
16. In: Wang L.X. (Ed). Adaptive Fuzzy Control Systems: Design and Stability Analysis (2000), National Defence Industry Press, Beijing, China (in Chinese)
17. L.S. Wei, M.R. Fei, A real-time optimization grey prediction method for delay estimation in NCS, in: The Sixth IEEE International Conference on Control and Automation May 30-June 1, 2007, Guangzhou, China, pp. 514-517.
18. Wong C.C., Liang W.C., Feng H.M., and Chiang D.A. Grey prediction controller design. J. Grey Syst. 2 (1998) 123-131
19. Ying H. Analytical structure of a fuzzy controller with linear control rules. Inf. Sci. 81 (1994) 213-227
20. G.R. Yu, C.W. Chuang, R.C. Hwang, Fuzzy control of brushless DC motors by gray prediction, in: Ninth IFSA World Congress and 20th NAFIPS International Conference, vol. 5, 2001, pp. 2819-2824.
21. Zhang L., and Hristu-Varsakelis D. Communication and control co-design for networked control systems. J. Automatica 42 6 (2006) 953-958