Intelligent control using multiple models and neural networks

International Journal of Adaptive Control and Signal Processing

Volumn 22, Issue 5, 2008, Pages 495-509

  Fu, Yue ^a,b   Chai, Tianyou ^a,b   Yue, Heng ^a,b  

^a KEY LABORATORY OF INTEGRATED AUTOMATION OF PROCESS INDUSTRY   (China)

^b NORTHEASTERN UNIVERSITY   (China)

Author keywords

Adaptive control; Multiple models; Neural network; Non minimum phase; Nonlinear system

Indexed keywords

ADAPTIVE ALGORITHMS; ADAPTIVE SYSTEMS; ARTIFICIAL INTELLIGENCE; CONTROL SYSTEMS; DISCRETE TIME CONTROL SYSTEMS; INTELLIGENT CONTROL; NEURAL NETWORKS; SYSTEM STABILITY; VEGETATION;

ADAPTIVE CONTROL ALGORITHMS; ADAPTIVE CONTROLLERS; BOUNDED-INPUT-BOUNDED-OUTPUT (BIBO); CONTROL METHODS; CONTROLLED SYSTEMS; CONVERGENCE (MATHEMATICS); MULTIPLE MODELING; NON MINIMUM PHASE (NMP); NONLINEAR DISCRETE-TIME SYSTEMS; SIMULATION RESULTS; TRANSIENT RESPONSES;

ADAPTIVE CONTROL SYSTEMS;

EID: 46749113536     PISSN: 08906327     EISSN: 10991115     Source Type: Journal    
DOI: 10.1002/acs.1007     Document Type: Article

References (20)

1. Hunt KJ, Sbarbaro D, Zbikowski R et al. Neural networks for control systems - a survey. Automatica 1992; 28(6):1083-1112.
2. Narendra KS. Neural networks for control: theory and practice. Proceedings of the IEEE 1996; 84(10):1385-1406.
3. Funahashi K. On the approximate realization of continuous mappings by neural networks. Neural Networks 1989; 2(3):183-192.
4. Narendra KS, Parthasarathy K. Identification and control of dynamical systems using neural networks. IEEE Transactions on Neural Networks 1990; 1(1):4-27.
5. Lightbody G, Irwin G. Direct neural model reference adaptive control. IEE Proceedings-Control Theory and Applications 1995; 142(1):31-43.
6. Chen FC. Back-propagation neural networks for nonlinear self-tuning adaptive control. IEEE Control System Magazine 1990; 10(3):44-48.
7. Chen FC, Khalili H. Adaptive control of nonlinear systems using neural networks. International Journal of Control 1992; 55(6):1299-1317.
8. Chen FC. Adaptive control of a class of nonlinear discrete-time system using neural networks. IEEE Transactions on Automatic Control 1995; 40(5):791-801.
9. Chen LJ, Narendra KS. Nonlinear adaptive control using neural networks and multiple models. Automatica 2001; 37(8):1245-1255.
10. Noriega JR, Wang H. A direct adaptive neural-network control for unknown nonlinear systems and its application. IEEE Transactions on Neural Networks 1998; 9(1):27-34.
11. Clarke DW, Gawthrop PJ. Self-tuning controller. IEE Proceedings-Control Theory and Applications 1975; 122(9):929-934.
12. Ahmed MS, Anjum MF. Neural-net-based direct self-tuning control of nonlinear plants. International Journal of Control 1997; 66(1):85-104.
13. Plett GL. Adaptive inverse control of linear and nonlinear systems using dynamic neural networks. IEEE Transactions on Neural Networks 2003; 14(2):360-376.
14. Zhu QM, Ma Z, Warwick K. Neural network enhanced generalized minimum variance self-tuning controller for nonlinear discrete-time systems. IEE Proceedings-Control Theory and Applications 1999; 146(4):319-326.
15. Fu Y, Chai TY. Direct adaptive control for a class of nonlinear non-minimum phase systems. Control Theory and Applications 2006; 23(6):886-890.
16. Chen LJ, Narendra KS. Intelligent control using multiple neural networks. International Journal of Adaptive Control and Signal Processing 2003; 17(6):417-430.
17. Wang X, Li SY, Cai WJ et al. Multi-model direct adaptive decoupling control with application to the wind tunnel system. ISA Transactions 2005; 44(1):131-143.
18. Narendra KS, Xiang C. Adaptive control of discrete-time systems using multiple models. IEEE Transactions on Automatic Control 2000; 45(9):1669-1686.
19. Ge SS, Li GY, Zhang J et al. Direct adaptive control for a class of MIMO nonlinear systems using neural networks. IEEE Transactions on Automatic Control 2004; 49(11):674-692.
20. Goodwin GC, Ramadge PJ, Caines PE. Discrete-time multivariable adaptive control. IEEE Transactions on Automatic Control 1980; 25(3):449-456.