Simple Tuning Algorithm improvements for fuzzy logic controllers

2010 IEEE World Congress on Computational Intelligence, WCCI 2010

Volumn , Issue , 2010, Pages

  Ortiz De La Vega, Hector Alejandro ^a   Gomez Ramirez, Eduardo ^a   Cortes Rios, Julio Cesar ^a  

^a UNIVERSIDAD LA SALLE   (Mexico)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC CONTROL; DAMPING FACTORS; FUZZY CONTROLLERS; FUZZY LOGIC CONTROLLERS; TUNING ALGORITHM;

ARTIFICIAL INTELLIGENCE; AUTOMATION; CONTROL; DYNAMICAL SYSTEMS; FUZZY SYSTEMS; TUNING;

FUZZY LOGIC;

EID: 78549251417     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2010.5584852     Document Type: Conference Paper

References (34)

1. A. Visoli, "Practical PID Control.". Advances in Idustrial Control. Springer-Verlag, London Limited, 2006, ISBN: 978-1-84628-586-0
2. E. Cox; "Fuzzy Fundamentals", IEEE Spectrum, USA, October 1992.
3. R. Palm, "Fuzzy control approaches, General design schemes, Structure of a fuzzy control-ler", Handbook of Fuzzy Computation. Institute of Physics, Bristol. USA. 1998.
4. R. Palm, "Fuzzy control approaches, Sliding mode fuzzy control", Handbook of Fuzzy Computation. Inst. of Physics, Bristol. USA. 1998.
5. D. Driankov, H. Hellendoorn & M. Reinfrank, An Introduction to Fuzzy Control. Second Edition. Springer, Berlin, Heidelberg, N.Y., 1996.
6. F. Herrera, M. Lozano y J.L. Verdegay, "Tuning fuzzy logic control by genetic algorithms", Int. J. Approx. Reasoning, Vol. 12, pp 295-307.
7. J. Kinzel, F. Klawoon y R. Kruse, "Modifications of genetic algorithms for designing and optimizing fuzzy controllers". 1st IEEE Conf. Evol. Computations, ICEC'94. Orlando, FL, USA. 1994
8. M. A. Lee y H. Tagaki, "Integrating design stages of fuzzy systems using genetic algo-rithms", 2nd IEEE Int. Conf. on Fuzzy Systems, Fuzz-IEEE'93 San Francisco, CA, USA. pp 612-617, 1993.
9. P. Bonissone, P. Kedhkar y Y. Chen, "Genetic algorithms for automated tuning of fuzzy controllers: a transportation application". 5th IEEE Conf. on Fuzzy Systems, Fuzz-IEEE'96, New Orleans, LA, USA, 1996.
10. O. Cordón, M.J. Del Jesús, F. Herrera, Genetic learning of fuzzy rulebased classification systems cooperating with fuzzy reasoning methods, International Journal of Intelligent Sys-tems, 13, pp. 1025-1053, 1998.
11. R. Alcala, J Casillas, O. Cordon, F. Herrera, \Approximate Mamdanitype Fuzzy Rule-Based Systems," Technical Report #DECSAI-990117, Dept. of Computer Science and A.I., University of Granada, October 1999. http://citeseer.ist.psu.edu/alcala99approximate.html
12. Teo Lian Seng; Bin Khalid, M.; Yusof, R.; Tuning of a neuro-fuzzy controller by genetic algorithm Systems, Man and Cybernetics, Part B, IEEE Transactions on Volume 29, Issue 2, April 1999 Page(s):226 - 236
13. S. C. Lee and E. T. Lee. "Fuzzy sets and neural networks". J. Cabernet. Vol. 4,. USA. pp 83-103. 1974.
14. J. Jang. "ANFIS: adaptive-network-based-fuzzy-inference- system". IEEE Trans. Syst. Man Cybernet, SMC-23, USA. pp 665-85. 1993.
15. A. Kawamura, N. Watanabe, H. Okada & K. Asakawa. "A prototype of neuro-fuzzy coop-eration systems". 1st IEEE Int. Conf. on Fuzzy Systems, Fuzz-IEEE'92, San Diego, CA, USA. 1992.
16. K. Pal, R.K Mudi, Pal, N.R. A new scheme for fuzzy rule-based system identification and its application to self-tuning fuzzy controllers Systems, Man and Cybernetics, Part B, IEEE Transactions on Volume 32, Issue 4, Aug. Page(s):470 - 482, 2002
17. Y. Ken, Ch. Chun-Chieh, Cheng-Wu C., and Han-Hsi L., Self-Tuning Fuzzy Robust Control for Buildings with Sliding Bearing Isolation Under Seismic Excitation, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.9, No.2 pp. 100-105, 2005
18. W.Chang, J.B.Park, Y.H. Joo, Design of robust fuzzy-model-based controller with sliding mode control for SISO nonlinear systems,", Fuzzy Sets and Systems, Vol. 125, pp. 1-22, Jan. 2002.
19. G. K. I. Mann, R. G. Gosine: Three-dimensional min-max-gravity based fuzzy PID infe-rence analysis and tuning. Fuzzy Sets and Systems 156 (2): 300-323, 2005.
20. C. Garriga-Berga, A Fast Approach to Synthesize Intelligible Fuzzy Systems from Input-Output Data, IFSA'05 Word Congress, july 28-31 Beijing, 2005
21. H.R. Berenji and P. Khedkar, Learning and Tuning Fuzzy Logic Controllers through Reinforcements, IEEE Transactions on Neural Networks, Vol (3), pp. 724-740, 1992.
22. Xiaohui Dai; Li, C.K.; Rad, A.B., An approach to tune fuzzy controllers based on rein-forcement learning Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on Volume 1, 25-28 May 2003 Page(s):517 - 522 vol.1
23. S. Chopra, R. Mitra, V. Kumar, Identification of self-tuning fuzzy PI type controllers with reduced rule set, Networking, Sensing and Control, 2005. Proceedings. 2005 IEEE 19-22 March 2005 Page(s):537 - 542
24. R.K. Mudi, N.R. Pal, A robust self-tuning scheme for PI- and PD-type fuzzy controllers, Fuzzy Systems, IEEE Transactions on, Feb 1999, Vol. 7, Issue: 1, pages: 2-16.
25. J. Carvajal, G. Chen, H. Ogmen, Fuzzy pid controller: design, performance evaluation and stability analysis, Inform. Sci. 123 (2000) 249-270.
26. E. Gómez-Ramírez, & A. Chávez-Plascencia, How to tune Fuzzy Controllers, FUZZ-IEEE 2004. Budapest, Hungary, July 25-29, 2004 A. Visoli, "Practical PID Control.". Advances in Idustrial Control. Springer-Verlag, London Limited, 2006, ISBN: 978-1-84628-586-0
27. E. Gomez-Ramirez, "Simple Tuning of Fuzzy Controllers". Hybrid Intelligent Systems (Studies in Fuzziness and Soft Computing) Oscar Castillo, Patricia Melín, Janusz Kacprzyk, Witold Pedrycz, eds. Springer-Verlag, Berlin Heidelberg, 2007, XV. ISBN: 978-3-540-37419-0, pp 433.
28. J. A. Lozano-Angulo, J. C. Nava-Jiménez, H. A. Ortiz-de-la-Vega & E. Gómez-Ramírez, "Implementación del ASSSD en un microcontrolador PID, 6° Congreso Internacional en Innovación y Desarrollo Tecnológico. Cuernavaca, Morelos, México, 2008
29. O. Montiel, J. Olivas, R. Sepulveda. Development of an Embedded Simple tuned Fuzzy Controller. IEEE World Congress on Computational Intelligence, Hong Kong, June 1-6, 2008
30. Jose-Luis Gonzalez, O. Castillo, Luis T. Aguilar, "FPGA as a Tool for Implementing Non-fixed Structure Fuzzy Logic Controllers," Proceedings of the 2007 IEEE Symposium on Foundations of Computacional Intelligence (FOCI 2007), Hawaii, U.S.A., 2007
31. O. Montiel, R. Sepulveda, P. Melin, O. Castillo, M. A. Porta, I. Marlene- Meza. Performance of a SimpleTuned Fuzzy Controller and a PID Controller on a DC Motor. Proceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence FOCI 2008, Hawaii, USA, pp. 531-537, 2007
32. W. Kickert, E. H. Mamdani, "Analysis of fuzzy logic controller". Fuzzy Sets and Systems. Vol 1. 1978.
33. H. A. Ortiz de la Vega, "Algoritmo Simple para Sintonización de Controladores Difusos (ASSCD)". Master in Science Thesis. La Salle University, Mexico City, 2009
34. K. J. Aström, T. Hagglund, "Benchmark Systems for PID Control". Department of Automatic Control, Lund University, Sweeden.