Self tuning fuzzy PID type load and frequency controller

Energy Conversion and Management

Volumn 45, Issue 3, 2004, Pages 377-390

  Yesil E ^a   Guzelkaya M ^a   Eksin, I ^a  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

Author keywords

Fuzzy PID type controller; Load frequency control; Self tuning

Indexed keywords

CONTROL EQUIPMENT; ELECTRIC FREQUENCY CONTROL; ELECTRIC LOAD MANAGEMENT; FUZZY CONTROL; KNOWLEDGE BASED SYSTEMS;

FUZZY INFERENCE;

SELF TUNING CONTROL SYSTEMS;

EID: 17144438483     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0196-8904(03)00149-3     Document Type: Article

References (31)

1. Zadeh L.A. Fuzzy sets. Infor. Contr. 8:1965;338-353.
2. Mamdani E.H. Application of fuzzy algorithms for control of simple dynamic plant. IEEE Proc. 121(12):1974;1585-1588.
3. El-Sherbiny M.K., El-Saady G., Yousef A.M. Efficient fuzzy logic load-frequency controller. Energy Convers. Mgmt. 43:2002;1853-1863.
4. Jaleeli N., VanSlyck L.S., Ewart D.N., Fink L.H., Hoffmann A.G. Understanding automatic generation control. IEEE Trans. Power Systems. 7(3):1992;1106-1112.
5. Talaq J., Al-Basri F. Adaptive fuzzy gain scheduling for load frequency control. IEEE Trans. Power Systems. 14(1):1999;145-150.
6. Elgerd O.I. Electric energy systems theory: An introduction. 1971;McGraw-Hill.
7. Reddoch P, Julich TT, Tacker E. Model and performance functional for load frequency control in interconnected power systems. In: IEEE Conf Decision and Control, 1971.
8. Aldeen M. A fresh approach to the LQR problem with application to power systems. In: Proc Int Power Engineering Conf, 1993.
9. Ha QP. A fuzzy sliding mode controller for power system load-frequency control. In: IEEE Second Conf Knowledge-Based Intelligent Systems, 1998.
10. Kanniah J., Tripathy S.C., Malik O.P., Hope G.S. Microprocessor-based adaptive load-frequency control. IEE Proc. C. 131(4):1984;121-128.
11. Vajk I. Adaptive load-frequency control of the Hungarian power system. Automatica. 21(2):1985;129-137.
12. Yamashita K., Miyagi H. Multivariable self-tuning regulator for load frequency control system with interaction of voltage on load demand. IEE Proc. D. 138(2):1991.
13. Pan C.T., Liaw C.M. An adaptive controller for power system load-frequency control. IEEE Trans. Power Systems. 4(1):1989;122-128.
14. Hsu Y, Cheng C. Load frequency control using fuzzy logic. In: Int Conf High Technology in the Power Industry, 1991.
15. Indulkar C.S., Raj B. Application of fuzzy controller to automatic generation control. Electric Mach. Power Systems. 23(2):1995;209-220.
16. Djuksnovic M., Novicevic M., Sobajic D.J., Pao Y.P. Conceptual development of optimal load frequency control using artificial neural networks and fuzzy set theory. Int. J. Eng. Intell. Systems Electr. Eng. Commun. 3(2):1995;95-108.
17. Chaturvedi D.K., Satsangi P.S., Kalra P.K. Load frequency control: A generalised neural network approach. Electr. Power Energy Systems. 21:1999;405-415.
18. Birch AP, Ozveren CS, Sapeluk AT. Neural network assisted load frequency control. In: Proc 28th University Power Engineering Conf, vol. 2. 1993, p. 518-21.
19. Ha QP, Negnevitsky M. Fuzzy tuning in electric power generation control. In: Proc 4th Int Conf Advances in Power System Control, Operation and Management, 1997.
20. Chang C.S., Fu W. Area load frequency control using fuzzy gain scheduling of PI controllers. Electric Power Systems Res. 42:1997;145-152.
21. Wu Z.Q., Mizumoto M. PID type fuzzy controller and parameters adaptive method. Fuzzy Sets and Systems. 78(1):1996;23-36.
22. Beaufays F., Abdel-Magid Y., Widrow B. Application of neural networks to load-frequency control in power systems. Neural Networks. 7(1):1994;183-194.
23. Zhao Z.Y., Tomizuka M., Isaka S. Fuzzy gain scheduling of PID controllers. IEEE Trans. Systems, Man, and Cybernetics. 23(5):1993;1392-1398.
24. Palm R., Driankov D. Model based fuzzy control. 1996;Springer.
25. Li H.X., Gatland H.B. Conventional fuzzy control and its enhancement. IEEE Trans. Systems, Man, and Cybernetics, Part B. 26(5):1996;791-797.
26. Güzelkaya M, Eksin İ, Yeşil E. Self-tuning of PID type fuzzy logic controller coefficients via relative rate observer. Eng Appl Artificial Intell, in press.
27. Hu B., Mann G.K.I., Gosine R.G. A new methodology for analytical and optimal design of fuzzy PID controllers. IEEE Trans. Fuzzy Systems. 7(5):1999;521-539.
28. Chou C.H., Lu H. A heuristic self-tuning fuzzy controller. Fuzzy Sets and Systems. (61):1994;249-264.
29. Jung C.H., Ham C.S., Lee K.I. A real-time self-tuning fuzzy controller through scaling factor adjustment for adjustment for the steam generator of NPP. Fuzzy Sets and Systems. (74):1995;53-60.
30. Mudi R.K., Pal N.R. A robust self-tuning scheme for PI- and PD-type fuzzy controllers. IEEE Trans. Fuzzy Systems. 7(1):1999;2-16.
31. Yang T.C., Cimen H., Zhu Q.M. Decentralised load-frequency controller design based on structured singular values. IEE Proc. - Gener. Transm. Distrib. 145(1):1998;7-13.