Iterative learning approach toward closed-loop automatic tuning of PID controllers

Industrial and Engineering Chemistry Research

Volumn 45, Issue 12, 2006, Pages 4093-4100

  Tan, Kok Kiong ^a   Zhao, Shao ^a   Chua, Kok Yong ^a   Ho, Weng Khuen ^a   Tan, Woei Wan ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

CLOSED LOOP CONTROL SYSTEMS; DELAY CONTROL SYSTEMS; ITERATIVE METHODS; LEARNING SYSTEMS; PROCESS CONTROL; TUNING;

CLOSED-LOOP AUTOMATIC TUNING; ITERATIVE LEARNING CONTROL (ILC); LAG PHENOMENON; RELAY FEEDBACK;

THREE TERM CONTROL SYSTEMS;

CLOSED LOOP CONTROL SYSTEMS; DELAY CONTROL SYSTEMS; ITERATIVE METHODS; LEARNING SYSTEMS; PROCESS CONTROL; THREE TERM CONTROL SYSTEMS; TUNING;

EID: 33745672319     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie060093e     Document Type: Article

References (19)

1. Rivera, D. E.; Morari, M.; Skogestad, S. Internal Model Control for PID Controller Design. Ind. Eng. Chem. Process Des Dev 1986 25, 252-265.
2. Gawthrop, P. J. Self-Tuning PID controllers: Algorithms and Implementations. IEEE Trans. Autom. Control 1986, 31 (3), 201.
3. Jiawen, D.; Brosilow, C. B. Nonlinear PI and Gain-Scheduling. Proc. Am. Control Conf. 1998, 1, 323-327.
4. Astrom, K. J.; Hagglund, T.; Hang, C. C.; Ho, W. K. Automatic Tuning and Adaptation for PID Controllers - a Survey. Control Eng. Pract. 1993, 1, 699-714.
5. Tan, K. K.; Wang, Q. G.; Hang, C. C.; Hagglund, T. Advances in PID Control; Springer-Verlag: London, 1999.
6. Huang, H. P.; Chen, C. L.; Lai, C. W.; Wang, G. B. Autotuning for Model Based PID Controllers. AIChE J. 1996, 42 (9), 2687-2691.
7. Gjamadam, R.; Blankenship, G. L. An Adaptive PID Controller for Nonlinear Systems. Proc. Conf. Decision Control 1991, 2488-2492.
8. Badreddine, B. M.; Lin, F. Adaptive PID controller for Stable/ Unstable Linear and Non-linear Systems. Proc. IEEE Int. Conf. Control Appl. 2001, 1031-1036.
9. Tan, K. K.; Lee, T. H.; Zhou, H. X. Micro-positioning of Linear-piezoelectric Motors Based on a Learning Nonlinear PID Controller. IEEE/ ASME Trans. Mechatronics 2001, 6, 428-436.
10. Tan, K. K.; Zhao, S.; Huang, S. N. Iterative Reference Adjustment for High Precision and Repetitive Motion control Applications. IEEE Trans. Control Syst. Technol. 2005, 13. 85-97.
11. Xu, J. X.; Hu, Q. P.; Lee, T. H.; Yamamoto, S. Iterative Learning Control with Smith Time Delay Compensator for Batch Processes. J. Process Control 2001, 11, 321-328.
12. Hu, Q. P.; Xu, J. X.; Lee, T. H. Iterative Learning Control Design for Smith Predictor. Syst. Control Lett. 2001, 44, 201-210.
13. Arimoto, S.; Kawamura, S.; Miyazaki, F. Bettering Operation of Robots by Learning. J. Rob. Syst. 1984, 1, 123-140.
14. Tan, K. K.; Dou, H. F.; Chen, Y. Q.; Lee, T. H. High Precision Linear Motor Control via Relay-Tuning and Iterative Learning Based on Zero-phase Filtering. IEEE Trans. Control Syst. Technol. 2001, 9, 244-253.
15. Chen, Y. Q.; Wen, C. Y. Iterative Learning Control: Convergence, Robustness and Applications; Lecture Notes Series on Control and Information Science; Springer-Verlag: London, 1999; Vol. LNCIS-248.
16. Hildebrand, R.; Lecchini, A.; Solari, G.; Gevers, M. Optimal Prefiltering in Iterative Feedback Tuning. IEEE Trans. Autom. Control 2005, 50, 1196-1200.
17. Hildebrand, R.; Lecchini, A.; Solari, G.; Gevers, M. Asymptotic Accuracy of Iterative Feedback Tuning. IEEE Trans. Autom. Control 2005, 50, 1182-1185.
18. Hillenbrand, S.; Pandit, M. Discrete-time Iterative Learning Control Law with Exponential Rate of Convergence. Proc: Conf. Decision Control 1999, 2, 1575-1580.
19. Astrom, K. J.; Wittenmark, B. Adaptive Control, 2nd ed.; Addison-Wesley: Reading, MA, 1995.