A hybrid neuro-fuzzy PID controller

Fuzzy Sets and Systems

Volumn 99, Issue 1, 1998, Pages 27-36

  Chen, Minyou ^a   Linkens, D A ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

Fuzzy control; PID control; Rule generating; Rule base simplification

Indexed keywords

BACKPROPAGATION; COMPUTATIONAL COMPLEXITY; COMPUTER SIMULATION; KNOWLEDGE BASED SYSTEMS; LEARNING ALGORITHMS; NEURAL NETWORKS; SELF TUNING CONTROL SYSTEMS; THREE TERM CONTROL SYSTEMS;

CONTROL RULES; FUZZY INFERENCE ENGINE; HYBRID NEURO-FUZZY CONTROL;

FUZZY CONTROL;

EID: 0032188597     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-0114(96)00401-0     Document Type: Article

References (16)

1. C.C. Hang, K.J. Astrom and W.K. Ho, Refinements of the Ziegler-Nichols tuning formula, IEE Proc. D 132 (1991).
2. C.C. Lee, Fuzzy logic in control systems: fuzzy logic controller - Part I, IEEE Trans. System Man Cybernet. 20 (1990) 404-418.
3. C.T. Lin and C.S.G. Lee, Neural network based fuzzy logic control and decision system, IEEE Trans. Comput. 40 (1991) 1320-1336.
4. C.-T. Lin, A neural fuzzy control system with structure and parameter learning, Fuzzy Sets and Systems 70 (1995) 183-212.
5. D.A. Linkens and J. Nie, A unified real time approximate reasoning approach for use in intelligent control - Part I: theoretical development, Int. J. Control 56 (1992) 347-364.
6. D.A. Linkens and M.F. Abbod, Self-organising fuzzy logic control and the selection of its scaling factors, Trans. Inst. MC 14 (1992) 114-125.
7. F.-Y. Wang and Hung-man Kim, Implementing adaptive fuzzy logic controllers with neural networks: a design paradigm, J. Intelligent Fuzzy Systems 3 (1995) 165-180.
8. J. Nie and D.A. Linkens, A hybrid neural-network-based self-organizing controller, Int. J. Control 60 (1994) 197-222.
9. M. Sugeno and G.T. Kang, Structure identification of fuzzy model, Fuzzy Sets and Systems 28 (1988) 15-33.
10. S. Becker and Y. le Cun, Improving the convergence of back propagation learning with second order methods, Proc. Connectionist Models Summer School (Morgan Kaufmann, San Mateo, 1988) 29-37.
11. S. Shao, Self organising controller and its application to dynamic plants, Fuzzy Sets and Systems 26 (1988) 151-164.
12. S. Tzafestas and N.P. Papanikolopoulos, Incremental fuzzy expert PID control, IEEE Trans. Ind. Electron. 37 (1990) 365-371.
13. T. Brehm, Hybrid fuzzy logic PID controller, Proc. 3rd IEEE Conf. on Fuzzy Systems 3 (1994) 1682-1687.
14. T.J. Procyk and E.H. Mamdani, A linguistic self-organizing process controller, Automatica 15 (1979) 15-30.
15. Z.S. Long and P.Z. Wang, On self-tuning of fuzzy control rules, Fuzzy Math. (2) (1982) 105-112 (in Chinese).
16. Z. Zhang and M. Mizumoto, On rule self-generating for fuzzy control, Int. J. Intelligent Systems 9 (1994) 1047-1057.